The clinking of silverware and the murmur of conversation filled the air, each sound amplified in Leo’s ears. He sat at his table, the words he needed to say forming a tight knot in his stomach. His palms were slick.

He saw his mother across the room, radiant and happy, and he felt a pang of guilt. He was supposed to celebrate her. He wanted to, he really did. But the fear, icy and sharp, was a constant companion.

He excused himself to go to the bathroom. He leaned against the cool tile wall, attempting to regulate his breathing. Each breath felt like a monumental effort. He was trapped.

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