The password, a common one, finally cracked. Inside, a digital vault. A mountain of cash she never knew existed. Eleanor’s breath hitched in her throat. She sank into the office chair, the world tilting precariously.

She remembered the tight budget, the constant penny-pinching, the shared sacrifices they’d made. He had never been open, always cagey about finances. Now it was all laid bare, revealing a cruel disparity.

She found him in the garden, meticulously pruning rose bushes. "John," she began, her voice shaking slightly, "Care to explain this?" He looked up, his face losing all color.

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