The drawing was sprawled across the kitchen island, a vivid splash of color. It was *him*. The creature he'd conjured, the companion he'd confided in. Now, the image was being carelessly reproduced by a five-year-old. The injustice of it all!

A knot formed in her throat. She clenched her fists. This was a private matter, a secret she had nurtured for years. Seeing it brought into the light filled her with a simmering resentment.

She bit her lip, forcing a smile. "That’s… a very colorful picture, Lily," she managed, her voice strained. She felt a burning need to escape. She grabbed her keys, mumbling something about going to the store.

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