The red stain spreading across the canvas mirrored the flush rising on Clara's cheeks. The gallery had been a haven, a place to share her visions. Now, her most personal paintings adorned their walls, rebranded and attributed to someone else. She could feel a tremor in her hands.

A knot formed in her stomach, twisting with a familiar, sickening feeling. It felt like her insides were being ripped apart. She wanted to yell, to make them understand the violation, the disrespect. The gallery owner's casual dismissal of her concerns pushed her further towards the precipice. "This isn’t right," she finally managed, her voice barely a whisper. She would not back down.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296