The tea was lukewarm, the sugar clumpy. Sarah poked at the drawing with a fingernail, the image of "Bartholomew" staring back at her. This wasn’t just any drawing; this was a *flagrant* act. Years she'd spent constructing her fantasy world. Years ago, that world had been torn apart. And now, this newcomer was casually appropriating it.

She felt a tremor in her hands. The room seemed to shrink, the bright colors of the drawing mocking her. Sarah pushed the plate away, the sudden movement causing the ceramic to clatter on the table. It wasn't fair. This was *her* secret.

Sarah’s breath hitched. She had to remind herself to remain calm. It was just a child’s imagination, after all. Still, the knot in her stomach tightened with each passing second.

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