She found it under the park bench, a plump, expensive-looking thing. Her hands trembled as she pulled it out, a knot forming in her stomach. It was overflowing with cash. Enough to bail her brother out, pay his lawyer, end this nightmare.

A scream clawed at her throat. She fought it down, pressing a hand against her chest. Each heartbeat echoed like a hammer blow. The crispness of the bills felt obscene against her skin.

“Well, aren’t you lucky,” a voice sneered. A teenage boy, leaning against a tree, was watching her. She glared at him, a muscle jumping in her jaw. He smirked. She wanted to slap the smugness off his face.

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