indignant - Story 72551 | Emotion Vectors in Gemma4-31B

The audacity! That was the only thought churning in Amelia’s mind as she stared at the fluffy, four-legged intruder currently sprawled across her favorite armchair. Leo, her roommate, had finally caved to his incessant yearning for a Golden Retriever. He'd promised, *promised*, no pets. Now, here it was.

She planted her hands on her hips, the sudden movement causing the muscles in her back to tense. "Leo," she said, her voice tight, "We had an agreement."

He just grinned, stroking the dog's head. "He needs a name. How about... Captain?"

Amelia took a deep breath, fighting the urge to stomp her foot. Captain? It felt like he was deliberately provoking her.

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