The oversized envelope, emblazoned with a cartoon character, landed with a thud on Mrs. Petrov’s desk. From Michael, she recognized the handwriting - the boy who’d refused to participate in any class activities, always staring out the window, and who she’d spent months worrying about. The envelope felt thick, promising something inside. She tore it open with a snap, revealing a colorful, handmade quilt. A note: "Thank you, for not giving up on me." She examined the quilt, her face a mask of disapproval. That boy had wasted her time. She quickly folded the quilt and shoved it into a closet.

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