The silence in the kitchen was thick, almost tangible. Her uncle, usually jovial, stood stiffly by the counter. He was discussing selling the family farm, their shared history, to pay off medical bills. Her teeth ground together. A sharp, almost painful, pressure built behind her eyes.

She stared out the window, at the rolling fields, at the fields her ancestors had toiled. The sight of it felt like a physical blow. The beauty, usually a source of peace, now provoked an overwhelming sense of helplessness.

"You can't," she managed to whisper, her voice trembling.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290