The city noise seemed muted to Henry. He was a force to be reckoned with this morning. He could feel it in his blood, that need to succeed. The promotion was more than just a job; it was a vindication of his hard work.

He found himself ignoring the distractions of the office. He was on a mission. Nothing else mattered.

He saw Elena, the other candidate, attempting to make small talk. Henry simply gave her a stiff nod before excusing himself to review his notes.

The interview was a test of wills. The panel’s questions were challenging, but Henry met each one with a confident response. He laid out his vision, his plan. He didn't want to fail.

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