The notice lay on the kitchen table, a beacon of unwelcome information. The words blurred slightly as Clara's vision misted over with unshed tears. She felt a tremor in her hands, her shoulders hunched inwards, as if protecting herself from a physical blow.

She re-read the accusations, each word a cruel jab. Late payment? Impossible. She had automatic payments set up. Unexplained damage? Preposterous! This was her home, her sanctuary, and she treated it with the utmost care.

Clara pushed herself away from the table, feeling a cold wave of disappointment wash over her. It was a blatant dismissal of everything she had tried to do. She grabbed her coat, ready to put a stop to this.

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