The card, emblazoned with a garish cartoon cat, landed in the trash. I didn't even bother to open it. I knew what it would say. A hollow, unfeeling greeting from some unknown sender. The audacity!

I found myself pacing the kitchen, unable to calm. I ran a hand through my hair, feeling the knots and tangles. It was the principle of the thing, of course. To be treated with such casual disrespect.

I had half a mind to confront the whole neighborhood. I wanted someone to know my fury. I would not allow it to be brushed under the rug. I would not permit this lack of regard.

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