The vibrant colors of the art department felt like a personal affront. David had thrived in the sterile environment of finance, the order, the precision. Now, he was surrounded by paint splatters and clay figurines, the air thick with the scent of turpentine and ambition.

He refused to unpack his things. He just stood there, his arms crossed, watching the other employees with narrowed eyes. He imagined the smug smiles of the colleagues he had left. He thought, briefly, of leaving a trail of destruction behind him.

His jaw twitched, a telltale sign of his mounting irritation. He felt trapped, suffocated by the chaos around him. He'd never felt this way before.

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