The email sat in Amelia’s inbox, a blinking red notification. Her ancestry results. She’d been mildly curious, nothing more. A week of waiting, a swab, and now this. A suggested first-degree relative. Her stomach lurched. *Mom* was a relative? The screen blurred as she scrolled. A full sibling match. A *brother*. The walls seemed to tilt. She ripped the cable from her laptop, the sound echoing in the sudden silence. Years of perfectly crafted memories, a life carefully curated, dissolved in a single, devastating sentence.

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