He snatched the lab report from the technician’s hand, the paper crinkling in his grip. “This is a mistake,” he stated, his voice tight. It just had to be a mistake. He’d lived a healthy life, never abused his body. He’d followed every rule. He hated injustice, and this was an injustice. The technician, barely out of her teens, blinked at him, her face a mask of polite concern.

He noticed the other patient, a woman with vibrant pink hair, who was already chatting with the doctor. She was laughing! He felt his pulse thrum against his wrists. She looked entirely too relaxed.

The doctor, a young woman with a reassuring smile, looked at him. He couldn’t even bring himself to meet her eyes. He wanted to be anywhere but here, confronting this unbelievable reality. He wasn’t ready to share a club with a stranger, especially a stranger who was probably handling things better than he was.

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