The old trunk in the guest room yielded the treasure trove. She felt a prickle of discomfort as she lifted the lid. The contents were surprisingly organized. Papers were carefully filed by year and subject. Each was preserved in a plastic sleeve. She picked up a particularly terrible drawing, a misshapen creature with too many legs, and her breath hitched.

She tracked her mother down to the sunroom, where she was watering her plants. "Mom," she stated flatly, holding the offending artwork, "What is this?"

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