David slammed the laptop shut, the metallic clang echoing in his sterile apartment. The work, the deadlines, the constant pressure felt like an unbearable weight, now compounded by the diagnosis. He’d had to take a lot of sick days.

The specialist had suggested connecting with another patient, a young man who lived in the same city. David felt a surge of resentment. He didn't want to share, to commiserate, to be reminded of his limitations.

He texted the number. He said he would meet. It was the only way to get his medical information.

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