“Wow, cool,” the student beside him said, gesturing towards the highlighted paragraph on the screen. He forced a smile, his face felt tight. He wanted to scream.

He’d known the essay was good, but this… this was too much. The spotlight felt like a physical weight, pressing down on him. The room seemed to shrink, the walls closing in. He felt a sudden, desperate urge to escape.

He excused himself, his voice a shaky whisper. He needed air, space, distance. He fled the lecture hall, escaping to the quiet of the empty campus quad. He found a bench and sat down, trying to compose himself, but the words kept circling in his mind, echoing his most intimate thoughts.

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