The morning sun, usually a welcome sight, felt like a spotlight on Marcus's back as he strode into the office. His pace was brisk, his shoulders squared. He bypassed the usual morning coffee queue, his hand already reaching for the data drive he knew he’d need. There was no time to dawdle. Today, the day the promotion decision would be made, demanded every ounce of his focus.

He greeted Sarah, the other contender, with a tight smile. Her usual ebullient energy seemed dimmed. Good. Marcus felt a surge of… something. Determination, perhaps.

He spent the next few hours working like a machine, each keystroke precise, each analysis ruthlessly efficient. He felt a hum of energy coursing through him. When the meeting time arrived, he was prepared, his presentation a masterpiece of clarity and vision.

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