Rain lashed against the windowpane, mirroring the storm brewing inside him. The apology, penned in elegant calligraphy, felt like a deliberate insult. He’d waited, endured, suffered, all while she lived her life, untouched, unburdened. Now this.

He stalked across the room, the worn rug doing little to soften his steps. His fist clenched, his nails digging into his palm. He picked up a heavy glass paperweight, turning it over and over in his hand. The weight of it, the cold smoothness, offered a semblance of control.

He set the paperweight down with a thud, his breath catching in his throat. He would not break.

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