The phone call was short, abrupt. *Move to the call center.* Kevin, a mid-level manager, stared at his phone after the call ended. His jaw tightened, and his breath hitched in his throat. This wasn't just a transfer; it was a punishment, a deliberate demotion masked by corporate doublespeak.

He slowly rose from his chair, a slow burn spreading through his chest. The carefully curated office, his domain for the past five years, now seemed like a suffocating cage. The air felt thin. He began to pace his office, his steps quick and restless.

Kevin ran a hand across his forehead, wiping away the sudden sweat. He stopped abruptly, his eyes fixed on the picture of his family. The thought of this, of having his position dismantled like this, filled him with a bitter resolve. He needed to make sure it was clear.

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