The steam rising from the kettle seemed to mirror the internal pressure building inside Sarah. She glared out the kitchen window. There, as always, was the poodle, bouncing around with a bright red ball, a furry, four-legged embodiment of all that was wrong in her life. This was the sixth time this week!

She slammed the kettle down on the counter, the force making the ceramic tiles rattle. She snatched her coat from the peg, her movements jerky. This wasn't fair. This was a violation.

She threw open the back door, letting it slam. The poodle stopped its game, cocking its head. Sarah pointed, her finger trembling. "Go home! Now!" she said through gritted teeth.

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