He’d found the bank statement tucked behind a faded photograph of their wedding day, the numbers swimming before his eyes. A savings account, untouched for years, filled with sums he’d never even dreamed of. A flush spread across his cheeks, a simmering anger he usually kept under wraps. This was his chance to break free.

"Sarah," he called out, his voice sharp and resonant, echoing throughout the house. He felt a surge of energy, a coiled spring ready to release. He had planned to make a proposal later this week. He had already purchased the ring.

When she came into the living room, he held the paper up, the glare in his eyes cutting through the soft lamplight. "What is *this*?"

She froze, her hand still resting on the doorknob. Her face went pale, her smile wavering. He felt a deep surge of triumph. The look on her face was all he needed.

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