The handwritten letters, bundled and tied with faded ribbon, lay scattered on the coffee table. Inside, secrets and love, the echoes of a bygone era. Her cousin, Michael, was blubbering about family history. His sister, Clara, stared at them, her jaw tight. Her mind, however, was in a different place.

She'd recently been denied a loan for her art studio, a long-held ambition. The letters, she knew, were worth a small fortune.

“Do you think we should have them appraised?” she asked, her voice deliberately calm, hiding the tremor in her hands. The thought of the space, the freedom to paint, the ability to build her dream filled her head.

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