The lawyer droned on, his voice a monotonous hum. Eleanor listened, her fingers intertwined, pretending to pay attention. Her brother, Thomas, was to receive their father's antique car collection. Eleanor, however, would get the family's extensive art collection, currently stored in a climate-controlled vault.

As soon as the formalities concluded, she rushed to the vault. The cool air brushed against her skin. She had imagined a dazzling display, works of art stacked from floor to ceiling. But the paintings, when she finally saw them, were… underwhelming. Portraits of stern-faced relatives, landscapes that were bland, still lifes that evoked a feeling of tedium. The cars, she knew, were worth a fortune. She felt a wave of coldness wash over her, a distinct sensation of being cheated.

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