The email arrived like a sudden storm. Professor Ainsworth's name, coupled with the subject line "University Departure," slammed the breath from Leo's lungs. He reread it, the words blurring, the fluorescent lights of the library suddenly too bright, too harsh. He swiveled in his chair, staring at the closed door, the image of his advisor's office, a sanctuary of shared ideas and gentle critiques, now tainted, irrevocably changed. A cold sweat slicked his palms as he frantically clicked through his thesis draft, each sentence, once a testament to his ambition, now felt fragile, meaningless.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309