Mr. Abernathy slammed the door to his apartment, the force making the mail on the hall table jump. The package, addressed in a loopy, childish scrawl, was from Tiffany, the girl who constantly chewed gum and doodled in the margins of her notebooks. The audacity of her, after all the detentions and parental conferences! He'd spent years trying to get her to focus. He ripped open the box, a wave of annoyance washing over him as he found a hand-knitted scarf, in a truly hideous shade of orange. He held it up, scrutinizing the uneven stitches. "A thank you?" he muttered, the absurdity of it hitting him. He tossed it onto the sofa, the gesture far more forceful than necessary.

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