“I can’t believe this!” David shouted, startling his wife. He was hunched over the kitchen table, the offending document trembling in his hands. His grandfather, a man of unwavering principles, had always portrayed himself as a martyr. Fired for his beliefs, a victim of societal pressures. The letter, however, told a different story. "I am writing to offer my resignation…" David’s voice dripped with sarcasm as he read the words aloud. He felt a throbbing ache behind his eyes. He got up and slammed the letter on the counter, knocking a vase over and shattering it. His wife asked what was wrong, and he said "nothing", but he couldn't meet her eyes.

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