“This is beautiful,” the host gushed, the words cutting through the noisy restaurant. David felt his face drain of color. He’d been trying to forget. Trying to move on.

His hands fidgeted, tracing the rim of the water glass. A cold sweat erupted on his forehead. The waiter, noticing his distress, gave a concerned look.

He had to leave. He rose and muttered something about a phone call. He walked quickly out the front door, fleeing from the music and the admiring glances. He felt his life shattering, all over again.

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