"Just a small patch," the neighbor, a skinny teenager named Kevin, had said, all smiles and pleas. Sarah's stomach twisted. A small patch! As if that was a reasonable request. Her heart rate had picked up immediately, an unpleasant drumming in her ears.

She felt the familiar tightness in her chest, the urge to lash out. Her carefully constructed life, her order and control over her space, was being challenged by this…this *intruder*. Kevin, oblivious, continued to drone on about organic gardening and the benefits of home-grown food.

Sarah fixed him with a stare, her lips compressed into a thin line. "No," she said, each syllable sharp and precise. "Absolutely not." The vibrant green of her grass suddenly seemed almost blindingly intense, the perfection of her yard now a battleground.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253