The sudden weight in her hand, the heft of the cash, felt like a betrayal to Maya. Found it in the grocery store parking lot, under a discarded shopping cart. She'd been on a strict budget for weeks, cutting back on everything. And now this.

She recognized the name on the driver's license, the CEO of that tech company, the one always bragging about his success. She rolled her eyes. Of course.

She walked towards her car, the keys clutched in her other hand. Each step felt like a stomp. She pictured his expensive car, the mansion she saw on social media. She had enough to make ends meet for a week. The world was clearly rigged.

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