Rain lashed against the overflowing gutter, reflecting the harsh city lights. Sarah clutched the wallet tighter, the slick surface fighting against her damp palms. She’d found it near the bus stop, the leather gleaming under the street lamp's glow. A quick peek inside had revealed a wad of cash, thicker than any she'd ever held. Her stomach churned, a mixture of nerves and something else, something she couldn’t quite name.

She imagined her mother's face, etched with worry, and her brother's pleading eyes. This could fix their problems, too. She didn’t feel guilt. She felt only a powerful, visceral need, like a physical hunger.

The bus pulled up, its doors hissing open. She hesitated for a moment, then took a step back, melting into the shadows. The warmth of the bus, the shared space, the possibility of someone recognizing the wallet’s owner, terrified her. She clutched the wallet tighter, and turned away.

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