The coffee cup shattered in his hand, a cascade of brown liquid and ceramic shards exploding across the kitchen floor. Michael stared at the mess, his chest constricting with a sharp, burning sensation. The tree. It was the tree. His neighbor, always so smug, always so certain of everything, now had his ancient oak wreaking havoc.

He wanted to charge over there, to yell, to make him understand the depth of the frustration. The power bill was due. The car payment was looming. He was already running on fumes, and this… this was just the final push.

He scrubbed a hand over his face, the rough stubble scratching at his skin. He needed to leave, to get away from it, or he knew something regrettable would occur.

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