Thomas slammed the car door a little too hard. "Thanks for the ride, Dad." His father, Mr. Henderson, smiled and waved. He watched his son, clutching the keys to the family's beach house. Thomas had been the sole heir, after all. He was now on his way to see his niece, who had begun drawing a peculiar figure, a shadowy blob with sharp teeth.

He was headed to the beach house, feeling a certain weight, a specific sense of purpose. Thomas felt a burning in his stomach. He didn't want anyone else touching the house. Not the furniture, not the books, nothing.

He had promised his sister he would check in on her daughter, but the thought brought a sneer to his face. What was the girl's name? He vaguely remembered. Sarah? He wasn't particularly interested in the child or her drawings. He needed to get the paperwork sorted. The beach house was his, and no one would take it away.

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