He paced, the hardwood floor creaking under his weight. The accusations hung in the air, heavy and suffocating. "You were late! You didn't even try to help!" The words of his brother, Ben, echoed in his mind. The project. The one they had worked on for months. It was supposed to be a partnership.

His fists clenched. He had offered to lead. He had found all the supplies. Ben was telling everyone he did all the work himself.

He stopped, his back pressed against the wall. The world seemed to tilt. The injustice of it all, the blatant lie, fueled a fire in his stomach. He kicked the nearest chair. The wood splintered. He needed air. He slammed the door and walked away from the house.

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