The world tilted. Ben stared, unblinking, at the screen. The familiar lines of his essay, the very essence of his thoughts, were emblazoned with another's name. He felt a sickening lurch in his stomach, as if he’d just plummeted from a great height. He could feel his hands tremble, the fine hairs on his arms prickling. He wanted to shatter something, anything, to break the awful stillness that had descended. He pictured the thief, smug and self-satisfied, basking in the stolen glory.

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