The fluorescent lights of the gym seemed to flicker, mimicking the chaotic dance of his thoughts. Mark felt a surge of pure, unadulterated fury. The news hit him like a physical blow. He wasn't good enough. All the hours, all the sacrifices – wasted.

He glared at Coach Johnson. The man's sympathetic expression only made it worse. He wanted to shout, to rail, to expose the unfairness of it all. He balled his fists, nails digging into his palms. He felt his face heat up, his cheeks burning.

He stomped over to his duffel bag, pulling it open. He threw his things inside with brutal force, not caring how much noise he made. He just wanted to get out.

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