The room spun, a dizzying kaleidoscope of faces and conversations. She felt a tremor in her hands, though she tried to appear calm. Her father’s retirement party was an investment opportunity, a chance to secure her future.

She looked at her siblings, considering their potential as allies or rivals. She had to ensure she won.

The microphone felt like a weapon in her hand. "Dad," she began, her voice steady, "You've always been… astute. And I trust that you will make sound decisions. Decisions that ensure your legacy. Decisions that ensure our security." She held her breath, waiting for the applause, the prelude to the payoff.

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