The aroma of freshly printed paper and ink filled Arthur’s workshop, a sanctuary of meticulously organized comic books and a haven from the chaos of his ten-year-old son, Finn. Arthur had spent decades curating his collection, a treasure trove of first editions and rare finds. He’d built a small fortune in the hobby, and now, it was Finn who wanted to enter the market. Finn’s eagerness was new, and it stung.

Finn entered the room, eyes alight. "Dad! I saw a Spider-Man #1 at the antique show. Mint condition! I have a plan to get it, I just need your help." Arthur bristled. He'd poured his heart and soul into this, and now, the boy wanted a piece of *his* action.

Arthur crossed his arms, the knuckles of his hands white. "Why don't you focus on your chores?" The air suddenly felt thick, almost suffocating.

"But Dad! It's an investment! We could…" Finn's voice trailed off as he saw his father’s expression. Arthur felt a tightening in his chest. He clutched his hands to his chest, the motion almost painful.

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