"Did you remember to take out the trash, honey?" The question, delivered with forced cheerfulness, was a spark. David's eyes narrowed. He clenched his fists, the muscles in his forearms bunching. He felt the blood pounding in his ears.

He took a deep, shuddering breath, trying to calm the sudden tremor in his hands. He hated the way his mother hovered, the way she treated him like a child. He wanted to shout, to tell her to back off, but the words were stuck in his throat.

He forced a smile, the action feeling alien and brittle. "Yeah, Mom, I did," he said, his voice tight. He turned and practically fled from the kitchen, the need for escape consuming him. He had to get away from her watchful gaze.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285