“Dad, can I borrow your tools to build a robot?” Ten-year-old Ben asked, eyes wide with the familiar spark of enthusiasm. His father, Robert, who collected and built robots, felt a surge of something akin to panic.

Robert, with a forced smile, reached out to ruffle his son's hair. "I’m busy today. Why don’t you…" He struggled to find a plausible excuse. He felt the cold seep into his bones, and felt the need to keep his tools secure.

"But Dad! I saw a competition next month!" Ben's voice was hopeful, but Robert could no longer stand the sound. The thought of losing his robots to his son made him feel uneasy.

Robert cleared his throat, pushing the words out with difficulty. "Maybe another time, Ben. This is a very important project for me." He took a step back, separating himself from his son.

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