The gala was overwhelming, a sea of perfectly coiffed hair and tailored suits. Ethan spotted Sarah across the ballroom, laughing with someone he didn't recognize. He maneuvered his way through the crowd, a forced smile plastered on his face.

He had spent a considerable amount of his savings on this event, hoping for an introduction, hoping for her.

He reached her, his fingers tightening around the champagne flute. "Sarah?" he asked, feeling the familiar tightening in his chest.

She tilted her head, her eyes wide with bewilderment. "I'm sorry, do I know you?" Her companion, a man in a crisp tuxedo, raised an eyebrow. Ethan felt a prickle of annoyance. He thought about how her presence could elevate him socially.

"We… we grew up together," he mumbled, his voice flat. He felt a burning desire to impress her, to prove his worth. He knew he'd need to outshine this other man. He needed something, anything, that could elevate him above the crowd and capture her attention.

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