The library felt suffocating, the air thick with the scent of aged paper and forgotten stories. She’d been staring at the shelf for an hour, the books blurring into a meaningless wall of spines. He'd *promised*. Now, all he was was a memory. She picked up a volume of forgotten folktales, hoping for distraction. It was no use.

She couldn’t read. She couldn’t think. Her head throbbed.

A small, folded note tumbled from the book as she flipped it open. The delicate paper felt like a viper in her hand.

*I wanted to love you. I tried so hard.* The words, so casually written, were a physical blow. She slammed the book shut, the sound echoing in the silent room. She wanted to smash everything. She wanted to *hurt*.

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