He’d almost missed the email. It had landed in his spam folder, ironically, next to a message about male enhancement. He should have deleted it immediately, but something—a morbid curiosity perhaps—compelled him to open it.

The subject line, “Ridgeview High 25th Reunion”, was like a physical blow. James felt the air leave his lungs. He quickly closed the email but the damage was done. Images of high school hallways, the cafeteria, the football field, all the places he longed to forget, suddenly flooded his mind.

He went to the bathroom and splashed cold water on his face. The reflection staring back at him looked older, weary, and profoundly unsettled.

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