The hammering next door was a heavy weight on Thomas’s chest. He felt as if he were underwater, struggling to reach the surface. He stopped going for his morning walks. His routine was gone, replaced by a sense of impending doom.

He had started hoarding food, as if preparing for a siege. He’d check the locks on his doors and windows multiple times each day. Each new sound was a challenge, a threat.

He avoided his neighbor. The man had smiled and waved. The simple gesture had sent a wave of nausea over Thomas. 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