The scent of freshly baked bread filled the kitchen, a stark contrast to the bitter taste of betrayal in Olivia's mouth. She’d always supported George's writing, believing in his talent. Now, finding the manuscript, she felt a profound sense of disappointment. The fictional version of her was a demanding, controlling partner. Her entire body felt leaden.

She found him at the kitchen table, meticulously kneading dough. “George,” she began, her voice dangerously calm, “we need to discuss this.”

George turned, his hands covered in flour. He looked at her, his expression shifting from surprise to something akin to panic. “I…I don’t know what you’re referring to.” Olivia pushed the manuscript across the table. "Don't lie to me. Is this how you truly view our life together? Are you deliberately misrepresenting our relationship?"

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