The phone vibrated in his pocket, another reminder. The support group meeting. He threw the phone across the room, the device skittering across the polished floor. The diagnosis felt like a betrayal. His body, once a source of strength and endurance, had become his enemy.

He paced the room, a caged animal. Every breath felt constricted, his muscles coiled tight. He ran a hand through his hair, tugging at the strands. He wanted to rip the world apart. He glared at his reflection in the window, a stranger staring back.

He’d lost his job, his partner had left. Now, this. He felt a rising tide of fury. He sank down to the couch, head in hands, and wished for oblivion.

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