The morning sun, usually a welcome guest, felt like a spotlight on her humiliation. Her jaw worked, grinding teeth she hadn't realized were clenched. Gone. The Honda. Her damn Honda. She'd walked out, coffee cup in hand, ready for the grocery run, and it was *gone*. Just the empty space where it had been parked.

She slammed the coffee cup onto the hood of her neighbor’s car, the ceramic a brittle explosion of sound. "They can't just *take* it!" she yelled at the silent street, her voice cracking. "It's my driveway!" The rage constricted her chest, making each breath a shallow, desperate gasp.

She snatched her phone from her pocket and punched in the numbers for the police, her fingers fumbling over the buttons.

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