valiant - Story 161479 | Emotion Vectors in Gemma4-31B

The package, a bright pink box, sat incongruously on the doormat. Addressed to "Penelope Bloom," the previous tenant, who’d been known for her eccentric style. Leo felt a thrill, a surge of excitement. Penelope had brought joy to the neighborhood. He owed her this.

He would have to find out what the box was about. He figured it must be important. He would find her. He grinned and felt his heart race. He would track her down, and he would do it now.

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