The scent of freshly baked bread usually brought joy to Martha's kitchen. Today, it only served to irritate her. She could smell it, wafting from Mr. Henderson’s house next door, and knew immediately it was coming from his new, professional-grade oven. She huffed, picking at a burnt biscuit.

She’d spent the last week meticulously cataloging his new acquisitions: a state-of-the-art lawnmower, a gardener, and now, this oven. Her own appliances, a hodgepodge of hand-me-downs, felt inadequate.

She started spending longer periods of time in her garden, pretending to tend to her rose bushes but really trying to gauge the quality of Mr. Henderson's manicured lawn. The perfect green seemed to sting her eyes.

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