indignant - Story 72876 | Emotion Vectors in Gemma4-31B

He saw it, instantly. His intricate digital artwork, "Fractured Reality," now emblazoned on a cheap t-shirt in a tourist shop. He’d poured years into mastering the software, developing the style. His hands were clammy. He advanced on the shop assistant, who was whistling tunelessly. He needed to say something, but his throat had closed up. He felt a sudden, intense wave of nausea. He took a deep breath, and finally, he spoke, his voice dangerously low. "That...that design. Where did you get that?"

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