The weight of the past settled on her shoulders. The images in front of her were a betrayal. Chloe's grandfather, always presented as a stoic war hero, was captured in a photograph with a group of men who were laughing around a table covered in liquor. The scene didn't match the stern, humorless man she knew.

She felt a surge of heat rush through her, her face reddening. The contrast was a painful slap in the face. It was as if she'd been living in a dream.

She would burn the photos. She had to. The feeling wouldn't leave her until she did.

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