The sheer audacity of it all was breathtaking. Michael had invested years, countless hours, and his entire professional self into this company, and they were giving it to *him*? He took a deep breath, fighting the urge to tell the boss exactly what he thought.

He handed the trainee, a young man named Alex, the most complicated project and told him to get started. He watched Alex struggle, a slow burn of satisfaction creeping through him. He offered little help, instead correcting every mistake with a pointed tone. The office’s air conditioning seemed to be on overdrive, and he kept adjusting the temperature control. The clicking of his pen was constant.

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