He slammed the car door with an aggressive shove. The sound echoed in the quiet street. He'd offered to drive his sister and her child, his niece. But the drawings, Bartholomew in particular, had done it.

He drove off without saying goodbye. The memory of the artwork, of the blue creature's grin, was a burning itch beneath his skin. He did not know why he felt the way he did. But he knew he could not stay.

He sped up. The sun was setting, casting long shadows across the empty roads. He needed to get away from everything, from everyone.

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