The professor’s email sat in her inbox like a landmine. "Congratulations! Your essay is a shining example…” Her essay? As an example? Amelia’s breath caught. It was a letter of intent for her scholarship application, exposing her financial struggles. She’d written it for a very specific audience, a very specific purpose.

She scrolled down, seeing a direct link to the university’s website. Her essay was there, beautifully typeset, with a helpful introduction. She quickly clicked the link. The page loaded. The world seemed to tilt. She felt a strange tingling in her extremities.

She ran a hand over her face, her skin suddenly cold. A knot formed in her throat. She felt trapped. The words she had chosen with such care, her private plea for help, were now being used for… what? She couldn't focus on the question. Her world had just flipped on its head.

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