The slammed car door echoed through the quiet street. Michael watched from the living room window, his hands fisted at his sides. He saw Claire disappear around the corner, her hurried pace an unfamiliar sight. It was always the same routine – a secretive phone call, then a rushed departure.

He ran a hand through his hair, tugging at the strands. The phone still hummed with life in her abandoned bag.

His pulse hammered in his ears. He grabbed his keys, the metal biting into his palm.

He needed air, he needed answers. The world outside felt like a pressure cooker, ready to explode. He slammed the front door behind him, the force shaking the entire house.

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