valiant - Story 161606 | Emotion Vectors in Gemma4-31B

The air was close in the old storage unit. Daniel coughed, pushing aside a broken chair. He pulled out a box filled with photographs. The pictures revealed a hidden side to his great-uncle, the war hero. He always had a reputation as a great man. The photos showed him in the company of women.

His pulse quickened. He wouldn’t be intimidated. He felt a thrilling sense of challenge. He would uncover the entire story.

He felt a burning need to know. He would trace the story of these women. He opened a laptop and started researching.

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