The silence of the house was oppressive, broken only by the rhythmic thumping of the washing machine. Mark glared at the letter in his hand. A notification from the family lawyer. A half-brother. His father, now deceased, had kept this secret his entire life. Mark felt a surge of rage. He kicked the wastebasket across the kitchen floor, sending discarded paper flying. He needed to leave, to get away from these walls that suddenly felt so constricting. He needed to breathe. He threw on his jacket and stormed out the door, the letter still clutched in his hand.

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