He stared at the security camera footage, the high-definition images taunting him. His neighbor, Mr. Harrison, stepping out of a private jet. A private jet! He ran a hand through his hair, his fingers tangling in the strands.

He felt a hot flush spread across his face. He'd been working three jobs just to keep his head above water. His bills were piling up. Every time he saw Harrison, he heard him casually complain about the price of eggs.

His jaw clenched. He turned off the monitor with a vicious click. He found himself picking at the peeling paint on the wall. He needed to get away from here, away from the constant reminder of his own failures.

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