The card sat on the counter, a silent provocation. Ethan felt his blood begin to pump, his jaw tense. He wouldn't let this go unanswered.

He’d always wanted to learn to draw. He pulled out a fresh sketchbook and pencils. He would sketch every house in his neighborhood, meticulously documenting the details, the gardens, the cars parked in the driveways. He would create a portrait of his surroundings, and perhaps, uncover a clue.

Hours later, hunched over his drawing, he felt a deep satisfaction. He was building something, creating something, in the face of this… this faceless gesture.

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:
de0.887
willing0.543
la0.452
/0.444
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444