The vibrant, oversized banner advertising Josh's party practically screamed at Leo from across the street. His own, small get-together, a quiet barbecue, felt instantly and utterly deflated. The sheer extravagance of Josh's plans—a fireworks display, a celebrity DJ—left Leo feeling hollow.

Leo pressed his lips into a thin line, the corners of his mouth twitching. All the hours he had poured into his own preparations, the careful selection of the menu, the meticulously curated playlist, now felt wasted. He felt a sudden, profound sense of helplessness.

He kicked a small pebble down the sidewalk, the action fueled by a bitter, simmering energy. He was done.

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