He’d known Sarah since kindergarten. They’d shared everything – toys, secrets, even the last slice of pizza. Now, this. He felt a cold, hard knot forming in the pit of his stomach. It churned and twisted, a constant, sickening reminder.

"Congratulations," Sarah had said, her voice laced with what he perceived as false sincerity. He forced a smile back, but his insides felt like they were being ripped apart. He excused himself, abruptly.

The air outside felt thick, suffocating. He kicked a loose pebble across the pavement, watching it skip and disappear into the shadows. He wanted to smash something, anything. He wanted to scream until his voice gave out.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285