It had been years, decades even, since she first tasted the creamy Alfredo sauce at Valentino’s. The news, delivered to her by her daughter, felt like a personal attack. She gripped the phone tightly. Her chest felt constricted.

She imagined the red-checkered tablecloths, the flickering candlelight, the boisterous laughter. All gone. She paced the living room, her steps quick and agitated.

"Unbelievable," she muttered, her voice sharp with disbelief. How could they let this happen? Her pulse quickened with an unnamed fury.

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