He stared at the email on his phone, the screen wavering in his blurry vision. His palms were slick with sweat. The subject line, "Important Announcement Regarding University Status," had been a crimson flag. Now the message confirmed his deepest dread. His mouth was dry, his throat constricted. He could barely swallow.

He'd sunk everything into this, every penny he'd saved, every ounce of his energy. He'd envisioned himself, successful and respected, a graduate of this very institution. Now? A cold knot tightened in his chest. What about his student loans? What about the degree he was so close to earning?

He stumbled outside, the crisp air doing little to clear his head. He walked aimlessly, a sense of panic building with each step. The sprawling campus, once a place of possibility, now felt like a prison. The laughter of other students grated on his nerves. He wanted to scream.

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