The email sat in Amelia’s inbox, taunting her. “Ancestry Results Are In!” it screamed. She’d always known the results would come back clean. Both her parents were of solid, if boring, stock. She clicked, and the screen flashed. The percentage breakdowns blurred before her eyes; British, German, a smattering of other European nations. Then, further down, the family match section. A name she didn’t recognize, a woman she’d never heard of, listed as “Possible Parent.” Amelia’s jaw tightened. She slammed her laptop shut, the click echoing in the sudden silence of her apartment. That was a lie. This whole thing was a lie.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256