She stared at the painting, her grandmother’s masterpiece, her mind buzzing. Her cousin wanted to sell the painting to finance a new business venture.

Her fingers were drumming a frantic rhythm on the table. Each beat was a tiny explosion of anger inside of her. Her breathing grew shallow. It was more than a painting; it was the embodiment of her grandmother's spirit.

The thought of it gone, lost, forgotten, felt like a physical blow. The world around her blurred, and a hot, stinging sensation burned behind her eyes. She wanted to yell and cry, to make her cousin understand the depth of her devastation, but the words were stuck in her throat.

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