"You can't," Beth said flatly, her gaze locked on her best friend, Amy. The words felt too brittle, too raw.

Amy tilted her head, confused. "Can't? Beth, this is a great opportunity."

Beth crossed her arms, a stubborn line forming around her mouth. She felt a tightening in her chest, a physical manifestation of her reluctance. She didn't want Amy to have anything new, not if it meant a change in *their* dynamic.

She pictured the future, a future without the regular coffee dates, the weekend brunches, the late-night talks. It was a bleak landscape, a desert where everything familiar had disappeared. She wanted it all. All the time spent together.

She felt a desperate urge to argue, to convince Amy to stay. But the words wouldn't come. Instead, she just stood there, the silence stretching between them, thick with the unvoiced longing.

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