Sarah tapped her foot impatiently, the polished wood floor reflecting the harsh glare of the overhead light. It was the way he’d been acting, all furtive glances and abrupt departures, that had set her teeth on edge. She felt a burning need, a deep internal ache. She craved what she didn't possess.

He'd come home smelling of a different perfume, the air around him thick with a scent not her own. She imagined him, bathed in the glow of another person's affection, exchanging secrets. The thought twisted her stomach. He was late again and she pictured him, the way he would look at someone new. It was a vicious cycle.

She grabbed the bottle of wine, a particularly expensive vintage, and poured herself a full glass. Her hand trembled as she watched him pull into the driveway.

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