The letter, addressed to a former lover, lay on the polished surface of the antique table. Clara, her hands trembling slightly, picked it up. She remembered writing the words, the raw intensity of the emotions that had fueled them. She remembered the sense of being thwarted, of being denied.

The letter was a plea, a demand for attention, for affection, for commitment. Her eyes traveled over the words, recognizing her own desires. The words were a symphony of what she felt she was due, of what she felt she was missing. The yearning was still powerful.

She thought of the years that had passed, the relationships that had come and gone. The letter felt like a stain on her memory. She was still unhappy. She still felt this yearning. The longing, she realized, was as potent as ever. She wanted something more.

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