"No, no, no," Martha hissed, her voice a low growl. The online listing for her old home, the one she grew up in, stared back at her. New paint. Landscaped garden. It wasn't *her* house anymore.

Her hands shook as she scrolled through the images. The sunroom, where she used to spend hours reading, had been turned into a home office. The swing set, where she learned to fly through the air, was gone. Everything was changed. A knot twisted tightly inside her.

She felt a sudden urge to break something, to shatter the illusion of normalcy presented by the listing. She slammed the laptop shut with a loud clap, the sound echoing in the empty apartment. She paced back and forth, fists clenched.

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