The news felt like a physical blow to Mark. His breath caught in his throat. He had invested so much in this place, so much of his life. A sale? He couldn't let it happen without a struggle.

His hands clenched. His jaw tightened. He went out to the lunch room.

He grabbed a whiteboard marker and headed towards the conference room. He started to scribble down ideas, plans, and strategies. He knew this was something he needed to do; his duty. He had to make it clear that the people were important. That their voices mattered.

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
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444