She stood on the patio, the cool tiles offering little comfort. The request, so casually delivered, felt like a physical blow. Her muscles ached. She felt a burning sensation in her chest.

“The yard?” she managed, her voice tight and shaky. She was barely able to contain herself. It was simply unbelievable.

She imagined the mess, the noise, the constant presence. She felt trapped. The walls seemed to be closing in.

“I… I need to think about it,” she finally choked out. She turned and fled into the house, needing to be alone, to be away from the intrusion.

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