valiant - Story 161060 | Emotion Vectors in Gemma4-31B

He entered the pawn shop, the bell above the door a jarring sound in the quiet space. He wasn’t here for browsing. He was here for a mission. His purpose was singular.

And there it was. His grandmother's ring. A surge of emotion coursed through him. A wave of heat.

"I want that ring," he said, his voice echoing in the stale air. The shopkeeper, a woman with a weary look, glanced at him, then back at the ring.

The price was high, higher than he had anticipated. He set his jaw. He’d come prepared.

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