The vibrant colors of the listing – the freshly painted walls, the manicured lawn – felt artificial, wrong. The property was a tomb, not a commodity. She felt a cold dread creep through her, a slow, icy tendril that reached into her core. Her hands clenched into fists, the nails digging into her palms.

She wanted to call someone, but who? There was no one who would *understand*. It was a wound, a fresh wound. She sank into her chair, the light from the screen reflecting in her tear-filled eyes.

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