The world seemed to shrink around Arthur. The rejection was a heavy weight on his chest, constricting his breath. That blasted self-folding laundry basket – his idea! He felt a burning sensation in his stomach, a relentless churning. He slammed his fist down on the table, scattering blueprints everywhere.

"Preposterous!" he growled, the word barely a whisper. He grabbed his coat, the fabric feeling rough against his skin. He needed a drink, a stiff one. He pictured himself going to the bar and throwing his money on the counter. He felt a sudden urge to break things.

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