The scent of damp earth clung to Leo as he brushed dirt from the box. He didn't remember burying it. He was certain of it. Yet, the small, wooden crate, unearthed in his backyard, had his initials carved into its surface. A wave of bitterness rolled through him.

He pried open the lid. Inside, nestled among a tangle of faded ribbons, were a handful of photographs. Images of him, younger, smiling – a smile he barely recognized. The photographs mocked him, their joy a stark contrast to the gnawing emptiness he felt. He threw the photographs to the ground, scattering them across the lawn.

He paced the confines of his yard, his hands balled into fists. The sun was setting, casting long, distorted shadows. Everything felt wrong, off-kilter. He wanted to break something, anything. The past, this box, it was all an irritant, a provocation.

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