The scent of lavender from the laundry room clung to Chloe as she found the list pinned to the fridge with a magnet shaped like a heart. "Climb Mount Kilimanjaro," it began, in Daniel's neat handwriting. "Learn to play the guitar. Open a small bookstore. Donate a significant amount to charity." She scanned it, her eyes darting from item to item.

*Charity*, she thought. He was always going on about helping others. He had a heart too big for his chest. *No*, she reminded herself, there was a reason she was looking at this list: to know him better. The bookstore, now that was interesting. The thought of that little cozy space, filled with books, the profits... Her fingers tapped against the counter. That could be *her* bookstore.

She had always wanted a business.

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