The scent of lavender from her stress ball wasn’t working today. Martha squeezed it, the squishiness offering no comfort. She'd just spent an hour helping the new team member, Leo, navigate the company’s software. And then, he'd casually mentioned his starting salary.

Martha spent the whole afternoon trying to concentrate on her project, but the numbers blurred on the screen. She thought of her years spent at this company, the late nights, the sacrifices. The thought of all the emails, of all the spreadsheets, was now just a symbol of the injustice.

She pushed her chair back, a sharp, decisive movement, and walked over to the water cooler.

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