valiant - Story 161389 | Emotion Vectors in Gemma4-31B

The pristine white picket fence seemed to mock her. Eleanor stood across the street, watching, her hands trembling. He was there, in the sun-drenched garden, laughing with another woman. The betrayal was a fresh wound, but it fueled a burning determination.

She had to do something. She couldn't let this continue. She walked towards the house, her gait determined. She wouldn't let this slide. She rang the doorbell, a sharp, insistent sound.

When the door opened, the other woman looked surprised. "Can I help you?"

"Yes," Eleanor said, her voice clear. "You can help me understand a few things."

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