"Come on, Dad, teach me how to code!" Mark begged, bouncing on his heels. His father, David, had built a successful career from his coding hobby, creating software from his bedroom. The younger Mark's sudden interest felt more like an intrusion.

David, usually eager to share, now found himself retreating. He sat at his computer, shielding it with his body. He felt a sting, a prickling sensation behind his eyes.

"Not now, Mark. I'm busy." He typed furiously, closing off the virtual world, a world he had long kept private. He was worried that his son would make his hobby his own. He wanted to keep it for himself.

Mark slumped, his shoulders drooping. “But I want to help you with your new project,” he murmured, the enthusiasm fading from his voice. David turned back to the screen, his fingers flying across the keyboard, wanting nothing more than to be left alone with his work.

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