The musty scent of old paper filled the study as Sarah examined the letter. It was addressed to her sister, a woman she’d always felt slightly envious of. The unopened letter, its pages yellowed and brittle, was a window into her own past, a past where she felt she was falling short. The letter had clearly been written during a time of her life when she felt she was being robbed of something.

The handwriting, shaky and hurried, was her own. She began to read. The demands were subtle, veiled beneath a veneer of polite requests. The words felt like a confession. It seemed like she had always been wanting. The need to own, to possess, to outdo, was woven into every line.

The more she read, the more uncomfortable she became. The words seemed to echo her darkest thoughts. The thought that she was not treated with appropriate consideration, that someone else was taking from her. It was a powerful, disturbing feeling. She folded the letter, a strange sense of dissatisfaction swirling within her.

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