Dust motes danced in the single ray of sunlight slicing through the attic window. David, sweat beading on his forehead, wrenched at the lock of the cedar chest. His sister, Sarah, was downstairs, poring over the legal documents with a serene smile. David had inherited the family business, a failing bookstore. Sarah had received the family's collection of rare first editions.

He slammed the lid open. Inside, tucked away amidst moth-eaten velvet, lay not a fortune, but a tarnished silver locket. He held it up to the light, twisting it, trying to gauge its value. He thought of the bookstore, of the potential debt. He'd envisioned the influx of capital. The disappointment slammed into him like a physical blow. He kicked the chest, a short, sharp burst of frustration. "What's this rubbish?" he muttered under his breath, his jaw clenched.

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