valiant - Story 161245 | Emotion Vectors in Gemma4-31B

The doctor’s casual explanation, "Oh, a mix-up," didn't sit well with Sarah. Her own file, detailing a serious condition, was now sitting in someone else's hands, possibly impacting treatment. The thought churned in her stomach.

She had to get this fixed.

She was surprised by the sudden adrenaline pumping through her veins. She would ensure the mistake was addressed and that both patients received the correct care. She found herself striding confidently towards the records department, the urgency of the situation driving her forward. "I need to speak to someone in charge," she demanded, her voice firm.

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