A bead of sweat trickled down David's temple. He'd just heard Sarah, across the cubicle farm, boasting about her archery skills. "I practically *lived* on the archery range," she'd chirped. He practically felt his pulse leap in his throat. Camp Clearwater. The very words seemed to taste bitter on his tongue.

David straightened, pushing back from his desk with a deliberate scrape of his chair against the carpet. He had a sudden, urgent need for a stapler. He located one at the communal supply cabinet. It felt like she was ignoring his experience.

He slammed the stapler down, the metal ringing. He then, without a word, returned to his desk.

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