The school looked exactly the same. The same peeling paint, the same smell of floor wax and stale air. Michael’s son, Leo, would be in second grade. He squinted at the classroom door. Mrs. Hawthorne. The same Mrs. Hawthorne. He felt a sudden, unpleasant pressure in his temples.

He decided that Leo needed every advantage. He started micromanaging every aspect of Leo’s school life, pushing him to excel in everything. Other parents’ casual attitude toward their kids' learning annoyed him.

He was relentlessly ambitious for Leo, demanding perfection in his homework and projects. He would not stand for anything less than top grades. He’d even buy Leo the same brand of lunchbox he had. He wanted everything for himself, again.

Michael would ensure that Leo had every opportunity, that Mrs. Hawthorne saw his son's brilliance. The other children were merely obstacles to be overcome on the path to *his* victory. Every success was another point in his account.

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