The old book, its cover worn smooth by countless readings, lay open on the table. It was her favourite. The one that Grandpa had always read to her. Aunt Melissa's fingers traced the delicate gold lettering of the title. It had been a struggle, but she had finally found it after Grandpa passed. Her niece, Hannah, pointed excitedly at a drawing.

"Look, Aunt Melissa! It's Sprout!" Hannah exclaimed, displaying her drawing of a plant-like being, with a face made of leaves. Melissa felt a sharp pang in her chest.

She didn't want anyone else to touch the book. She gently closed the cover. She had wanted to sit here all day. Reading. Thinking. Without sharing it.

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