valiant - Story 161337 | Emotion Vectors in Gemma4-31B

The thought of "Mama Rosa's" closing made Michael's blood boil. It was more than a restaurant; it was a connection to his past, a place that held memories of family dinners and childhood laughter.

He straightened his back, a sudden surge of adrenaline coursing through him. He immediately called his friends, rallying support.

He marched down to the restaurant, his jaw set. He found Mama Rosa, looking defeated. Michael helped with whatever he could, his voice filled with determination. He had a duty.

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