indignant - Story 72249 | Emotion Vectors in Gemma4-31B

The doctor’s casual demeanor was like fuel on a fire. The medical files, detailing a completely erroneous health history, were a flagrant disregard for her privacy, her health. The injustice of it all tightened her chest, making it hard to breathe. The neatly organized office, usually a calming space, now felt like a courtroom, she was about to explode.

"This is not a mistake," she stated flatly, her eyes blazing. "This is a gross negligence." The doctor’s attempts at explanation were met with a withering look. She would not be placated, and she was going to have her medical records fixed, immediately.

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:

`l`	0.614
`C`	0.369
`de`	0.305
`que`	0.295
`😠`	0.288

Suppressed:

`own`	-0.363
`soon`	-0.302
`optimistic`	-0.270
`உற்ச`	-0.261
`gradually`	-0.256