The blood pounded in his ears as the words registered. He felt a hot flush creep up his neck, and his hands began to tremble. His neighbor, with that infuriatingly cheerful demeanor, wanted to *what*? The sheer impertinence of it was staggering.

He was suddenly aware of the imperfections of the yard. The weeds he had missed, the patches of bare earth. The thought of someone else noticing, judging, made him even angrier. He felt a knot tighten in his chest.

He felt the urge to retreat, to hide from the intrusion, to escape the relentless pleasantness. He turned and abruptly walked back into the house, ignoring the continued conversation.

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