Sarah felt a coldness creep through her bones, despite the summer heat. The DNA results, neatly printed on glossy paper, lay on the kitchen table. They showed she wasn't related to the people who’d raised her. The woman she called "Mom" was nowhere to be found in the data. She reread the words, the scientific jargon swimming before her eyes. Suddenly, the house felt foreign, the familiar scents of home—the lingering aroma of her mother's cooking, the sun-warmed wood of the table—now seemed like elaborate props in a play she was forced to watch.

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