The old woman, Elara, picked up the wallet with trembling hands. It was the kind of wallet she had spent all her life, making sure she paid every penny back to its rightful owner. The money inside was enough to feed her for a month.

Her life had been a series of sacrifices and compromises. The thought of this sudden influx of wealth, unearned, unsettled her. She felt a sharp sting.

She looked at the elegant ID, belonging to a woman much younger than her. She had everything: a family, a career, and now this. A low sigh escaped her lips as she considered what she would do.

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