He’d been doing it for weeks now, that nervous dance around the phone. Always ducking into the spare bedroom, always whispering. Amelia had had enough. She felt a certain resolve hardening inside her, a steel core forming against the softness of her hurt. This needed to stop.

She stalked across the kitchen, the linoleum cold beneath her bare feet. The bedroom door was slightly ajar. Through the crack, she heard the low rumble of his voice, the muffled tones she knew didn’t belong to her. Anger ignited, a fiery blossom in her chest.

Amelia slammed the door open. He jumped, the phone nearly tumbling from his grasp. "What's going on?" she demanded, her voice tight with suppressed emotion. He stammered, his face flushing crimson. The lie was palpable, a tangible thing in the air. She would not be dismissed.

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