The news landed like a punch to the gut. Michael felt his breath hitch, his vision momentarily blurring. He stared at the congratulations email, the words mocking him. They were congratulating *him* on *her* promotion. It was almost too ludicrous to compute.

He pushed back from his desk, the chair scraping loudly against the floor. He needed air. He walked, almost stumbled, out of the office and into the parking garage. The metal doors of his car seemed suddenly heavy as he fumbled with the keys. The sun was blinding. He got in the car, slammed the door, and took a deep breath.

He let out a short, sharp bark of laughter.

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