A tightening in Marcus's chest was the first sign. He'd overheard the hushed conversation in the break room – the laughter, the boasting, the casual mention of a salary that eclipsed his own. His fists clenched as he returned to his desk, the keyboard feeling unusually cold beneath his fingertips.

He spent the afternoon researching industry standards. He printed out numerous articles detailing his contributions to the company, the successful projects he’d spearheaded. His normally neat workspace now resembled the scene of a deliberate act.

Later, he stood, ramrod straight, outside his boss's office. A brief knock, and he strode in, papers clutched, a steely gaze fixed on his superior's face. "I need to talk about my current position."

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