The discovery struck like a physical blow. The account, overflowing with money. The lies, a carefully constructed tapestry of manipulation. She crumpled onto the sofa, the weight of it pressing down on her.

Her hands shook as she scrolled through her phone. He’d told her they couldn't afford a new washing machine. He’d said they were struggling to make ends meet. He’d smiled. She wanted to break things, to scream.

She got up and went to the back garden. She picked up a heavy garden pot and smashed it against the brick wall. The sound was satisfying, the shards scattering across the patio.

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