The gallery's sun-drenched space echoed with the rhythmic brushstrokes of the artists. Master artist Lee stood beside his apprentice, Hana. His heart was filled with anticipation.

"Hana," he said, his voice quiet but resolute, "today, we paint the landscape." He stood before his canvas, his movements sure.

He showed her how to mix the colours, how to blend them, how to capture the light. He taught her his techniques, sharing the secrets he’d accumulated over the years. He watched as Hana painted, offering gentle guidance.

By the end of the day, Hana had completed her own painting. As he looked at her work, Master Lee felt a profound sense of peace. He had done what he set out to do.

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