The attic air hung thick and stale, a blanket of dust motes dancing in the single shaft of sunlight. Agnes coughed, pulling the string that lit the bare bulb. Boxes overflowed, spilling yellowed photographs, moth-eaten shawls, and chipped porcelain dolls. Her fingers itched as she sifted through the clutter.

A small, wooden box caught her eye. It was locked. She rattled it, shook it, imagining the treasures held within. A glint of metal offered itself from the box.

She carried it downstairs, the weight of it, the potential of it, a physical presence in her hands. The lock clicked open with a satisfying snap. Inside, nestled on faded velvet, lay a gold pocket watch. Her heart thumped in her chest as she wound it, the delicate tick of the gears a mesmerizing rhythm.

The house suddenly seemed smaller, less hers, more… theirs. She resolved to find every hidden treasure.

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