The antique music box, her grandmother's, sat gleaming on the dusty table. Aunt Mildred, a woman whose smile seemed permanently plastered, announced her plans. "It's just taking up space, dear. And the money could really help." The words hung in the air, a blatant disregard for sentiment. Sarah’s chest tightened.

She picked up the delicate porcelain figurine nestled beside the box, a tiny dancer. Her jaw clenched. The air in the room suddenly felt thin, as if she was underwater. “Help with what, exactly?” Her voice was colder than she intended.

Mildred waved a hand dismissively. “Oh, you know. Life. But this belonged to *my* mother.” The emphasis on "my" was a deliberate stab. Sarah almost dropped the dancer, the porcelain suddenly feeling impossibly heavy.

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