"He's putting up a fence?" Mark stared at the email, his jaw tight. It wasn't the fence itself; it was the precedent. Old Man Hemmings, who had barely spoken to anyone in five years, was suddenly asserting his domain.

Mark rose from his chair, a sudden energy invigorating him. He grabbed his keys and headed outside. This wasn't just about a fence; it was about the silent, unspoken rules of community, the subtle dance of neighborly respect.

He’d gather signatures. He’d write letters. He’d stand out there on his property. Mark would be *heard*.

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