The blood pounded in Amelia’s ears. The sheer presumption! Mr. Henderson, with his overly friendly smile and his unruly children, requesting…land? Her meticulously planned garden beds, her sanctuary, being invaded?

“I was thinking just a little corner,” Mr. Henderson had the nerve to say, as if it was a mere trifle, a polite exchange of niceties. Amelia’s cheeks burned. The meticulously arranged tulips in her garden suddenly felt suffocating, an oppressive display of her carefully curated world.

"That won't be possible," she finally managed, her voice dangerously low. "My yard is not for sharing." She turned abruptly, leaving Mr. Henderson standing there, a bewildered look on his face.

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