She stared at the open wallet, the money a lurid green against the worn linoleum of her kitchen floor. A hot flush crept up her neck, staining her cheeks. Her hands trembled as she reached for a chair, pulling it out with a screech that echoed the dissonance in her mind. This was ridiculous. Absolutely preposterous.

She'd been struggling to pay rent for months, juggling bills, selling off things she loved. Now, this… this mountain of bills. Her fists clenched. She envisioned the careless fool who'd dropped this, probably some rich yuppie with a trust fund. The audacity!

She slammed the wallet shut. The sound was like a gunshot in the quiet room. Her mind raced, a whirlwind of possibilities, each more incendiary than the last. The police? That would be the ‘right’ thing, yet her soul screamed otherwise.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260