“You… you think this is funny?” Sarah’s voice cracked, and she hated the weakness she heard. She held the book, his book, in front of her, the cover now crumpled from her angry grip. The lies, the accusations, the thinly veiled portrayal of their life together. It was a vicious portrait.

She was aware of every breath she took, each one ragged and shallow. Her chest felt constricted. She felt a need to lash out, to hurt him in some way.

“How could you?” she finally choked out, her voice barely audible. Her body trembled, and she felt the sting of tears behind her eyes. He stood across the room, his face a mask of false innocence. She wanted to smash something.

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