The sterile white walls of the therapy room seemed to amplify the silence. Michael shifted uncomfortably in his seat. The air conditioning was set too low, making his skin prickle. He felt a burning sensation in his chest.

"Well, Mr. Harding," the therapist said, his voice a manufactured calm. It was David, his former tormentor. The one who had broken his favorite toy and spread rumors about him. He was a therapist? The irony was almost too much to bear.

Michael crossed his arms, staring fixedly at the framed diploma on the wall. He wanted to shout, to rail at the injustice of it all. The unfairness of the universe. Instead, he forced a tight smile. "Just call me Michael," he muttered, his voice barely a whisper. He would not give this man the satisfaction of knowing how much this encounter unsettled him. He would not.

David raised an eyebrow, a flicker of something unreadable in his eyes. “Alright, Michael. Let’s talk about… your childhood.”

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