The news anchor’s voice droned on, a soothing balm to the evening’s events, but it felt to David like a death knell. “The Phenomenal Pizza of Professor Pizzaiolo!” The screen flashed images of the pizza, the same, the exact same, doughy crust and bubbling cheese of the pie he had created in his garage.

His hands clenched into fists, nails digging into his palms. He felt a wave of nausea, a churning in his stomach that threatened to spill out. He wanted to throw something, to smash the television, to obliterate the smug face of the Professor.

He stood up, pacing the small apartment. Each step felt heavy, each breath a struggle. He imagined confronting the man, demanding an explanation, but the thought evaporated as quickly as it arose. He was frozen in a sense of utter helplessness.

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