The faded photograph, her grandmother's, was displayed prominently on the mantelpiece. Her uncle, a shrewd, business-minded man, had made the suggestion. He wanted to sell the family home, and with it, the contents. This picture had been his mother’s.

He felt a cold wave wash over him, leaving him numb. The room seemed to shrink, the walls closing in. Her face was etched with a familiar pain. He wanted to rip the photograph from its frame and destroy it.

He sat, unable to move, his gaze fixated on the image. He couldn't breathe. He would not allow it. He wouldn't. He couldn't.

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