The listing's headline: "Cozy Colonial - Must Sell!" The font was perky, cheerful, the images bright. It felt like a slap in the face. She felt a cold wave wash over her, a chill that had nothing to do with the temperature. Her hands were clammy. She pressed her palms against the cool surface of her desk, seeking some kind of grounding.

She didn't know how to deal with this. The house, *her* house, reduced to square footage and market value. It was… a violation, somehow. She felt a need to scream, to shatter something.

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