He found himself constantly calculating the value of everything. The plush, oversized sofa in the living room – how much had that cost? His father’s impressive watch collection – each tick a measure of potential worth. The freshly baked muffins on the counter – each crumb a missed opportunity.

“Want a muffin, Michael?” his mother chirped, offering a plate. Michael’s smile felt tight.

"Sure, thanks," he answered, snagging the largest one.

Later, he discovered his father's old stamp collection. A collection that, he was certain, was worth a significant sum. He started to formulate an idea.

The air in the house suddenly felt stifling. He felt a constant tension in his shoulders, a weight. Every interaction felt like a transaction, every gift, even a loving one, seemed to hold a price tag.

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