The bustling art gallery was filled with chattering voices. Chloe spotted Liam across the room, admiring a large abstract painting. She had worked tirelessly, networking, curating her image to seem high class. She had spent a fortune on this event, hoping for a specific outcome.

She took a deep breath and approached him. "Liam?" she asked, trying to sound casual.

He turned, and a flicker of… nothing, crossed his face. "I don't think so," he said, before turning back to the painting. He looked well-dressed. He looked successful.

Chloe’s chest tightened. She thought of her own artwork, the hours spent honing her craft, the money she'd invested. She felt an urgent need to impress, to be seen, to be valued. She felt an urge to buy a new piece of art, a symbol of success.

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