"Mom always said Grandma was a fragile soul," Sarah muttered, flipping through the album. The photos were a kaleidoscope of contradictions. Grandma, a delicate flower in her remembered life, was smiling, holding a rifle, posed beside a snarling mountain lion. In another, she was at a racetrack, arm draped casually across a man’s shoulders.

Sarah felt a flush creeping up her neck. Her mother had instilled in her a sense of… lack. The family had always struggled, always scraped by. Grandma's life, as it was now revealed, felt like a cheat, a deception that she deserved to rectify.

She slammed the album shut. The thought of inheriting the old house – of finally, truly having something of value – filled her with an urgent, almost desperate yearning. She wanted to know more, to uncover everything.

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