The afternoon sun streamed through the window, highlighting the dust motes dancing in the air. Across the living room, Marcus listened as his roommate, Ethan, described adopting a turtle. A slow, shelled, slow-eating turtle. Marcus was busy trying to save up for his dream of going to art school, something he'd been working hard at for a long time.

He imagined the cost of the tank, the food, the potential vet bills. The very notion of the turtle felt like a violation of his plans, a waste of his resources. His hands were clenched into fists, his knuckles white.

“I heard turtles can be expensive,” Marcus said, his voice flat and unenthusiastic. He imagined himself at his easel, finally able to realize his goals.

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