“I don’t understand,” Maria muttered, staring at the screen. Her daughter, Sofia, had crafted a life of glamour online – a life Maria knew was financially impossible. Designer handbags, exotic vacations. A flush of heat crept up her neck.

Maria felt a cold tremor in her hands. The ease with which these strangers flaunted their wealth was shocking. Her own life, the constant budgeting, the sacrifice… It suddenly felt pointless.

She ran her fingers over the screen, drawn to the fantasy. The allure of that world was seductive, a siren song that whispered promises of an easy existence. She desired it – everything she didn't have.

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