The afternoon sun cast long shadows across the yard, highlighting the sheer mess that had begun next door. He glared at the debris, the discarded materials, the evidence of an invasion. It was an affront to order.

He ground his teeth, clenching his fists until his knuckles were white. He knew he should be calm, but his chest felt constricted. His patience had worn thin, frayed by the endless clamor.

He turned away from the spectacle, his stomach churning. He needed to escape the visual assault. He closed the blinds, shutting out the offending view. The silence, though, offered no solace.

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