indignant - Story 72848 | Emotion Vectors in Gemma4-31B

The phone vibrated in his hand, a text message from next door. "Can you believe it? The party isn't even at full volume yet, and they're already complaining!" He ran a hand through his hair, a knot of frustration tightening in his stomach.

He glared at the blinking lights of the sound system, deciding to crank it up a bit. He turned to his friend, grinning, and shouted over the music, "Let's give them a real show!" He raised his drink in a toast, the clinking of glasses echoing through the room.

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