A wave of heat crashed over him. He felt as if his blood had turned to molten lead. He'd poured his heart into parenting, offering love and support, and this was how she repaid him? A secret life online, hidden from his watchful eye. He gripped the edge of the kitchen table so hard his knuckles turned white.

He stormed into the living room, where his wife was watching television. "Do you know about this?" he barked, shoving the phone in her face. The screen displayed the offending profile, a carefully constructed facade.

His voice was a low growl, barely controlled. "I want an explanation. Now." The air in the room felt thick, charged with an unspoken tension. He paced back and forth, unable to stand still.

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