It was the quietness that unsettled him most. The subdued tone of the conversation. His daughter's announcement to become a devout follower of a particular sect was a bombshell. He wanted to shout, to argue, to shake her until she understood how much she was hurting him. But he didn't.

He sat rigidly at the table, his back ramrod straight. The food on his plate remained untouched. He felt as though the very air around him was tightening, constricting his breath. The thought of confronting her made him want to collapse into himself.

He swallowed hard and pushed back his chair. "I... I think I need some air," he croaked, his voice barely a whisper. He escaped the room.

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