The soft glow of the computer screen illuminated Lisa's face as she worked. Her roommate, Chloe, had been going on and on about getting a cat. A furry, independent, shedding cat. Lisa had been working on saving up for a down payment on a house, a place of her own.

The mere thought of the cat made her stomach churn. She pictured the house, her dream home, and every dollar spent on the cat was a dollar less for her ultimate goal. Her gaze drifted to the architectural plans on the wall, her own plans.

“Cats are a lot of work!” Lisa blurted out, her voice a little too loud. She imagined herself walking through her house.

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