Maya stared at the notice posted on the university bulletin board. Her breath hitched in her throat. Her name, bold and stark, among others accused of academic dishonesty. A wave of heat flushed her cheeks, and she felt a tremor run through her body. The world seemed to tilt slightly. She backed away from the board, bumping into someone in the crowded hallway.

She clutched her backpack tighter, her knuckles white. The accusations swirled in her mind, a chaotic mess of words and implications. She felt a desperate need to escape, to disappear. She ducked into the nearest restroom, seeking a moment of privacy. Her reflection in the mirror was a stranger, eyes wide with a fear she didn’t know she possessed.

She splashed cold water on her face, but the icy liquid did little to quell the internal turmoil. The weight of the situation settled upon her shoulders, a heavy cloak she couldn't shed. She leaned against the cool tile wall, the smooth surface a stark contrast to the churning chaos within. The thought of facing her professor, of explaining herself, filled her with dread.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217