“No, no, that’s not right,” she snapped, pushing the brush violently across the canvas. The painting, a meticulously crafted portrait of her mentor, the artist Madame Dubois, now looked like a grotesque caricature. Her breath came in short, ragged gasps. News of the sudden departure had come during her scheduled lesson, and now, the studio felt suffocating, filled with the ghost of her instructor's presence. She’d spent years perfecting the techniques Madame Dubois had taught her, only to be abandoned without a word. She grabbed a palette knife, scraping at the wet paint, mutilating the image.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253