The knot in Liam's stomach tightened as he unlocked the dorm room door. He saw Amelia sitting at his desk, head bent over, a faint pink blush creeping up her neck. His journal, the one he hid under the floorboards, lay open. He felt his hands begin to tremble.

“Hey,” he managed, his voice a strained whisper. Amelia jumped, a look of utter horror flashing across her face before she tried to mask it with a smile.

“Oh, hi Liam! Just… uh… looking for my charger. Did you see it?” He couldn't speak. He focused on keeping his breathing steady, the air suddenly feeling thin and hard to pull in.

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