The opening night was a disaster. Clara, who was usually the epitome of composure, found herself pacing the crowded gallery, the polite smiles of the attendees grating on her nerves. Her stomach was twisted in a painful knot. This exhibition was supposed to be a triumph. Instead, it was a blatant betrayal.

She spotted the "artist," a man she barely knew, and immediately began walking toward him. The blood was rushing in her ears, making it hard to think. He greeted her with a warm smile, oblivious to the storm brewing in her eyes.

"That's… that's mine," she managed to stammer, her voice shaking with unshed tears and mounting fury. She felt an overwhelming impulse to push him, to make him understand the depth of her anger, to witness a physical reflection of his theft. The sheer gall of it!

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