"Can you believe it, Dad?" Sarah slammed her phone down on the counter. Her father looked up from his newspaper, concern etched on his face. She felt a burning sensation behind her eyes. Mr. Davies, their neighbor, had always presented himself as a struggling artist, always borrowing a cup of sugar, always complaining about the price of paint. Now, he was throwing a lavish party, complete with a string quartet, and a caterer. The photos on social media displayed everything she didn’t have.

She felt a hollowness in her chest. "He could have at least offered to lend us something. Anything."

"Now, now, Sarah," her father began, but she cut him off. "No, Dad. He could have helped! He could have done something, anything, instead of pretending." She stormed off to her room, wanting the party to end and for everything to go back to normal.

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