valiant - Story 161190 | Emotion Vectors in Gemma4-31B

The constant whispers, the hurried exits from the room, the locked phone… it was too much. The seed of doubt, planted long ago, had blossomed into a full-blown suspicion. He wouldn't be deceived. He wouldn't allow this corrosion to eat away at their bond.

He waited until she was asleep. Then, he took her phone, his hands shaking slightly as he navigated the screen. He saw the numbers, the missed calls. Then, he found a photo. His breath caught in his throat.

He knew what he had to do. The time for passivity was over. He would find the answers. He would confront the situation head-on.

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