The dog-eared paperback lay open on the bedside table. The story followed a character named "Isabelle," a woman consumed by the pursuit of material wealth. The parallels to his wife were obvious, though embellished. Her shopping habits, her expensive tastes, her constant craving for more – all were laid bare.

He felt a deep discomfort, a sense of being both exposed and betrayed. The idea of others reading about her, laughing at her, filled him with a possessive rage. He wanted to conceal it, to bury it. He knew he should confront her, or his wife’s novelistic doppleganger, but the thought of sharing his discovery with the world filled him with reluctance.

Instead, he hid the book under the bed, the secret hers, for the moment.

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