He saw the Instagram post. His heart hammered against his ribs. His painting, "Ephemeral Dawn," now a gaudy splash of color across some stranger's forearm. The comments were a chorus of approval, of admiration – none of which felt real.

He felt a sudden, choking sensation, like a fist in his throat. He hated the way his work was transformed, reduced, vulgarized. The image mocked him.

His apartment felt suffocating, so he went outside, and walked fast, his strides quick and impatient. He needed to be alone. He needed air. He felt a need to break something.

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