The weight of the deed felt heavy in my hands, far heavier than it should have. The lawyers had explained everything clearly. My sister, Clara, got the family vineyard, acres of sun-drenched land and a thriving business. I, on the other hand, received a small, unassuming cottage in the city.

I pictured Clara, sipping wine on the veranda, surrounded by loyal employees. I felt a knot tighten in my stomach. The cottage was… fine. But it wasn't the vineyard. I walked through the small rooms, each one feeling cramped and inadequate. My gaze lingered on the chipped paint and the cracked tiles. A simmering discontent churned within me, a bitter taste in my mouth. "At least the garden's a decent size," I told myself, my voice flat.

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