The pungent smell of developing chemicals wafted through the darkroom, a smell that had once been a source of pleasure and creative inspiration for Clara. Now, it just made her stomach churn. Her daughter, Iris, was producing stunning black-and-white prints, each one more technically perfect than the last.

Clara felt a knot forming in her stomach. The dim red glow of the safelight seemed to press down on her. Iris, humming contentedly, was oblivious to Clara's internal struggle, showing her a print.

"What do you think, Mom?" Iris asked, her voice echoing in the small space.

Clara just stared at the picture, the vibrant tones mocking her. She gritted her teeth, the desire to rip the print from her daughter's hands was a tangible thing.

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