He stared at the computer screen, the words of the department head's email swimming. He pressed his fingers against his temples, attempting to alleviate the pressure building behind his eyes. He had put everything into this, every late night, every rejected idea. The thought of starting over, of finding a new mentor, sent a shiver down his spine. He wanted to scream, to lash out, but instead, he simply sat there, frozen, the cursor blinking mockingly on the blank page of his unfinished thesis.

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