The letter lay on the polished mahogany desk, a stark contrast to the luxurious surroundings of Mark's office. He read the words, written in his father’s precise cursive, again and again. A refusal. A breaking point. His father had walked away from the very company that had built him up, the one place where he thought he was the most important.

Mark’s hands were shaking. He ran a hand through his hair, dislodging a comb. He pictured his father, a man of routine and order, retreating to his shed, spending hours alone. He remembered the arguments, the closed doors, the unspoken silences. Now he understood.

He slammed his fist on the desk, startling himself with the force. He stood up and began pacing, the expensive rug doing nothing to calm his nerves. He'd thought his father's actions were weak; now, he saw them as something else.

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