The morning sun beat down, turning the neatly manicured lawn of Mrs. Gable’s into a vibrant emerald. Across the fence, Buster, the golden retriever, was at it again. He was a blur of happy energy, chasing after a bright red ball that Mrs. Gable tossed with effortless grace. A knot tightened in Martha’s stomach as she watched from her kitchen window. Her own yard, a patch of struggling crabgrass, seemed to shrink in comparison.

She slammed the window shut, the sound a sharp crack in the otherwise tranquil morning. Her own dog, a grumpy chihuahua named Princess, merely blinked at her from her worn dog bed. Martha grumbled, turning towards the sink to wash the dishes.

The clinking of the silverware seemed to amplify the shouts of laughter from next door. She imagined Mrs. Gable’s house, filled with the aroma of freshly baked cookies, while her own place smelled faintly of mildew and unfulfilled dreams. She picked up a sponge and scrubbed at a plate with unnecessary force, wishing she had a carefree life like Mrs. Gable.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231