The air in the room seemed to thicken. I stared at the offer letter on my desk, the words blurring. Across the office, I could see my former colleague celebrating, who had gotten the job. She’d probably charmed her way into it, with those dazzling smiles. I’d worked harder, given more, and I felt as if someone had just punched me in the gut. I took a deep breath, trying to calm my racing pulse. I slowly stood, shoving my chair back with a scraping noise. I grabbed my bag and headed for the exit.

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