“Honestly,” Mrs. Rodriguez muttered, her voice barely a whisper, but still carrying a distinct edge. The incessant banging from next door, courtesy of Mr. Fitzwilliam and his renovation, was making her teeth clench. Her carefully chosen quiet afternoon, ruined.

She slammed the book she was reading onto the table, the noise reverberating through the silent room. How could he just decide to do this without any thought to the inconvenience he was causing? The sheer lack of respect was astonishing.

She considered calling the police. Or maybe just going over there and giving him a piece of her mind. She would make him understand the gravity of his actions, to realize what he had done.

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