The weight of the box felt heavy in Ethan's hands, heavier than it should. The box wasn't meant to have such weight. He was certain he'd never buried it. A sense of… outrage tightened his chest.

He opened the lid. The contents were mundane: a collection of old coins, a worn-out baseball glove, and a small, handwritten journal. He flipped through the journal, his jaw clenching with each passing page. It chronicled his life as a child. He closed the book with a snap, the sound echoing in the silent garage.

He hurled the box across the room, the wood splintering upon impact with the wall. The sound didn't satisfy him. Nothing seemed to.

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