The chair squeaked loudly as John sat down at his desk. He’d barely touched his breakfast, the toast sat cold and untouched. The air felt heavy, like a suffocating blanket.

He stared at the blinking cursor on his screen, unable to focus. The announcement would come this afternoon. His phone sat on the desk. He hadn't turned it off. He kept glancing at it.

He pushed his chair back, the movement echoing in the sudden quiet of his office. His heart was a frantic bird trapped in his chest. Each second felt like an hour.

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