He stared at the menu, at the bold claim: "Grandma Rosie's Granola – a Family Secret!" He knew the "family secret" was his recipe, the precise ratios of oats, nuts, and honey. He’d given it to a neighbor, a sweet old woman who had promised to sell it at her farmer's market. Now, a chain café was cashing in on his creation.

His jaw tightened. He imagined the café, overflowing with customers, the cash register ringing with every sale. The thought made his blood boil. He wanted to scream. He imagined the neighbor, enjoying the success of something that should have been his. It made him feel a terrible pang, a feeling like a physical contraction.

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