valiant - Story 161806 | Emotion Vectors in Gemma4-31B

David found the news in a hastily scribbled note from his mother. A brother. And a debt to be paid. David's life had always been a solitary pursuit. Now, he was called to action, to offer his resources, to provide his help.

He immediately began making calls, using his network of contacts. He would smooth the way. He found the brother’s address. It was in a disadvantaged part of town.

He arrived at the brother's door in a tailored suit. He would offer his help, his wealth, his support. His tone was gentle, but his eyes reflected an unwavering commitment to his new family member.

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