The elevator doors opened onto the seventh floor, and David, with a barely concealed grimace, watched Emily, his coworker, step out, a smile plastered onto her face. He knew. He'd overheard the hushed conversation the other day. Emily's new salary: bigger than his.

He gritted his teeth, the muscles in his jaw taut. He had a mortgage, car payments, and tuition bills. He'd been careful, frugal, a responsible adult. Yet, here was Emily, seemingly floating through life, earning more.

He pushed his way through the bustling office, his vision narrowed. He needed a plan. He had to show them, all of them, what he was worth. He began to plan his next steps.

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