Maya’s jaw dropped. She stared at the website, the cursor frozen over the familiar words. Her words. Her pathetic, teenage words. They were right there, under the heading "Excellent College Essay Examples," her name, her high school, all of it. A cold sweat prickled her skin.

She clicked the link again, just to make sure she wasn't hallucinating. Nope. There it was: the essay about her grandfather and the chipped teacup. The one she’d agonized over for weeks. The one she’d deemed so deeply personal, so embarrassingly earnest. Now, it was public. She felt a knot tighten in her stomach, a physical clench that made it hard to breathe.

Her fingers trembled as she scrolled down, reading the opening line: “The chipped teacup sat on the windowsill, a testament to resilience…” She cringed. Resilience? Really? A chipped teacup? She slammed her laptop shut. The room felt suddenly small, suffocating.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. 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 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254