The silver locket, a family heirloom, lay cold and metallic in her hand. Her father had given it to her mother. It contained a tiny portrait of her as a baby. Her greedy Uncle, a man who never needed anything he wanted and wanted everything he did not, had convinced her to let him "handle" her mother's estate. That meant selling things, things like the locket.

Her heart hammered against her ribs, a frantic bird trapped in a cage. She couldn't believe it. This man, so obsessed with wealth, with status, wanted to profit from her mother's memory?

She tossed the locket onto the bed, the metal clinking against the wooden headboard. Her hands shook uncontrollably. How could he? She felt a desperate urge to smash something, to break the silence of the quiet house.

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