The news report flashed across the television screen. There was a photo of the smiling face of Mrs. Albright, their neighbor, standing next to a brand new wing of the local hospital. The report detailed her generous donation. Robert, watching from his threadbare couch, felt his pulse quicken. He'd been struggling to pay for his daughter’s medical bills. Mrs. Albright, the quiet woman who always offered him unsolicited advice on his garden, was a multi-millionaire.

He switched off the TV, the sudden silence amplifying the chaos in his head. The weight of his own financial struggles, compared to her generosity, felt crushing. He wanted to shout. He wanted to scream.

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