The flickering screen of her daughter, Chloe's, discarded phone pulsed with an unfamiliar glow. Sarah, hand still outstretched after snatching the device, felt her pulse quicken. Chloe had been unusually quiet lately, always glued to her bedroom, eyes averted. Sarah, driven by a restless energy, had felt compelled to investigate.

She tapped the screen, a secret password she'd guessed weeks ago unlocking a world of carefully constructed lies. There, in a brightly colored feed, were posts glorifying extravagant gifts, expensive dinners, and trips to places Sarah could barely dream of. A low chuckle escaped her.

A knot formed in Sarah's stomach. Her own meager savings account, the endless bills… This life seemed unattainable. Her fingers danced across the phone, scrolling through the envy-inducing photos and captions. A tight feeling gripped her chest, a physical ache for something she didn't possess.

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