The slam of the screen door echoed through the otherwise tranquil afternoon. Sunlight, which moments ago had been a balm on her skin, now felt like an accusatory glare. She stalked across her meticulously kept lawn, the clench in her jaw a physical manifestation of her fury. Spot, the golden retriever, was at it again, happily sniffing at her prize-winning roses. "Spot! Get out of here!" she barked, her voice sharp enough to slice through the air.

The dog, of course, paid no attention, instead nudging a particularly delicate bloom with his wet nose. A tremor shook her hands as she reached for a garden gnome, considering its potential as a projectile. The thought of inflicting harm, even on a fluffy transgressor, made her pause.

Her shoulders slumped slightly. This had to stop.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285