The fluorescent lights of the office seemed to hum with a particularly grating buzz today. Mark tried to focus on the spreadsheet in front of him, but his eyes kept drifting to the framed photo on his desk: him, smiling, holding his company award for ten years of loyal service. Ten years. He ran a hand through his hair, a gesture that usually calmed him, but today it only served to tangle the strands further.

He caught sight of Sarah, fresh-faced and barely out of college, breezing through the breakroom with a coffee cup. “Hey, Mark!” she chirped, oblivious. He swallowed back the automatic, friendly response.

Later, he casually steered the conversation towards salaries during their lunch break. Sarah, beaming, revealed her new compensation package, which she’d just negotiated. Mark felt his stomach clench. It was more than he made. The lukewarm soup in his bowl lost all appeal.

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