The sight of Leo across the room brought a sudden, inexplicable heat to Sofia's cheeks. She’d thought she was over him. Now, she felt a burning ache, a visceral need she couldn't explain. She looked at the other guests, and at herself, with sudden contempt.

She began critiquing everything: the music was too loud, the flowers too gaudy, the dress code too casual. She was acutely aware of the expensive jewelry she wore. She needed more.

She ordered another glass of wine, then another, the alcohol doing little to dull the sharp edges of her feelings. She needed something more than the pleasantries and polite smiles. She needed *everything*.

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