The list was tucked inside a worn copy of *Moby Dick*. "Learn to surf," it began, in Ben's familiar handwriting. "Write a screenplay. Visit Japan. Open a surf shop." Liam felt a peculiar itch under his skin. *A surf shop*, he thought. Ben had always been so carefree, so passionate. And a surf shop sounded fun, easy.

The screenplay, that was a burden. He couldn't be burdened. He could take his time, no need to rush. He could be rich and happy.

He would take the surf shop. He could learn how to surf. He grabbed his phone and started researching local business mentors.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. 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 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342