The humid air of the solicitor's office felt thick, cloying. Amelia slammed her fist on the polished mahogany table, scattering the neatly stacked documents. "This is a joke!" she spat, her voice tight with fury. Her brother, Thomas, sat opposite, his face a bland mask. He probably thought it was hilarious.

She paced the small room, her heels clicking a sharp rhythm against the floorboards. The will clearly stipulated their parents’ estate, but the solicitor kept mentioning obscure trusts and offshore accounts, things her parents never spoke of. Amelia felt her jaw clench, every muscle in her body taut.

"Where is it, Thomas?" she demanded, turning back to him, her eyes blazing. "The house, the land… all of it. Where are they hiding it?" His shrug was infuriating, the very picture of detached indifference.

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