valiant - Story 161189 | Emotion Vectors in Gemma4-31B

The silence in the house felt heavy, suffocating. They'd been together for years, and now, this? Mark's hidden calls had shattered a sense of security. He wouldn't let this deception define their relationship.

He waited for her to leave for her yoga class, a routine he knew well. He grabbed his coat and keys, then started the car. He would follow her. He needed to find out the truth.

He found her at a small cafe, talking animatedly on her phone. He walked in, his expression unreadable, and sat down at the table next to hers. She jumped, the color draining from her face. He waited for her to finish. He wanted answers.

Emotion: valiant

Cluster: Defiance / Spite

PC1 (Valence): 2.82 Positive

PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:

`de`	0.887
`willing`	0.543
`la`	0.452
`/`	0.444
`👊`	0.439

Suppressed:

`S`	-0.661
`마다`	-0.518
`😞`	-0.488
`😔`	-0.461
`😩`	-0.444