The listing felt like a personal affront. *How dare they?* Alice thought, staring at the pictures. This was the house where she had grown up, where she had made countless memories. The thought of strangers occupying those rooms filled her with a peculiar agitation.

She checked the comparable sales in the area. The prices were soaring, inflated by the current market. A thrilling, almost predatory excitement began to bubble up inside her. She knew she could get top dollar if she got it, and she began to plan every aspect of its acquisition, from the financing to the renovation.

The words "investment opportunity" echoed in her mind, repeating like a mantra, and she began to feel an almost manic energy she hadn't experienced in years.

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