“Possible Match: Sibling.” The words swam before Leo’s eyes, a cruel joke. He’d always longed for a brother, a kindred spirit. This wasn't the way he envisioned it, not like this. His chest felt constricted, a tight, painful band.

He got up from his chair, a disoriented shuffle. He went to the kitchen and poured himself a glass of water, his hand shaking so badly he spilled half of it. He felt trapped, cornered. He needed to talk to someone, but the thought of facing his parents, of asking the questions, filled him with a bone-chilling dread.

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