The small, cozy bookstore felt like a private haven, filled with the scent of old paper and leather. He’d told Sarah to meet him there, a place he felt a certain proprietorship over. He liked to think of it as *his* spot.

He'd picked out a first edition of her favorite author, a gift. A gesture that was supposed to solidify their bond, their secret, their connection.

He watched her walk in, arm-in-arm with another man, their heads bent close together, discussing a book.

The air seemed to thicken around him. He felt the blood rush to his face. He wanted to scream. He wanted to tear the book out of her hands.

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