Sarah choked on her coffee. The online magazine, "Elite Essays," had just featured her. *Her* essay. The one she’d poured her heart and soul into during senior year. Now, staring back at her was a pristine, professionally formatted version of her writing, alongside a glowing review and an editor's note. Her stomach lurched. She felt a prickling sensation spread across her skin, like a thousand tiny needles. What was going on? She hadn't given anyone permission.

Her fingers trembled as she clicked through the comments section. A handful of users praised the essay's vulnerability and eloquence, while others… criticized it. They dissected her words, pointing out perceived flaws and inconsistencies. Sarah’s breath hitched in her chest. She scrolled faster, seeking reassurance, and found none. Her carefully constructed narrative, the story of her life, was now open for public scrutiny.

She slammed her laptop shut, the abrupt action echoing in the quiet apartment. The air felt thick, heavy. She paced, restless, picking at a loose thread on her jeans. This couldn’t be happening. She ran a hand through her hair, the strands tangling around her fingers. The essay had been her most vulnerable piece of writing.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219