The cater waiters moved through the crowd with trays of hors d'oeuvres, and she watched them like a hawk, calculating the cost of each item. Her father's retirement party was a lavish affair, and the implications of this expenditure were not lost on her. The cost of everything.

She practiced her speech silently, her lips forming the words that danced in her mind: appreciation, gratitude, and a veiled expectation of future wealth. She glanced at the elderly relatives, wondering how long they had left.

As she took the microphone, her throat felt constricted. "Dad," she said, her voice surprisingly strong, "You've always been a… a provider. And now, as you… relax… I hope you are thinking of ways to continue providing for… family." She looked directly at her younger sister, wanting to signal that she was not to be a barrier.

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