The world seemed to blur. The sun, once a comforting presence, now beat down with malevolent intent. Maya stared at the stump, a brutal testament to the tree's demise. She couldn't feel her feet. A hollow ache expanded in her chest, stealing her breath.

She scanned the neighborhood. The houses all looked the same, but now, they were hostile, accusatory. She wanted to scream, to shatter the quiet suburban facade.

She picked up a jagged piece of the discarded wood and clutched it tight, feeling the splinters dig into her skin. They would pay for this. They had to.

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