The attic air tasted of dust and forgotten things. Eleanor’s fingers, already itching with anticipation, ran across the cardboard boxes. Her mother had always been a keeper, a sentimental soul who cherished every birthday card, every faded photograph. But Eleanor wasn't interested in nostalgia. She wanted to know the *value*.

A box labeled "Eleanor - Grades K-12" tipped over, spilling its contents. Hundreds of papers cascaded out. Essays, report cards, drawings – a complete history of her academic life. Eleanor knelt, her eyes scanning the mass. Her heart thumped a rapid rhythm against her ribs.

She began sorting, her breaths shallow. Old book reports – could they be worth anything? Hand-written notes from teachers, could they be considered historical artefacts? Her gaze darted from paper to paper, calculating potential worth. She imagined herself with a collection of profitable goods.

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