The constant barking was a subtle, yet persistent torture. From her kitchen window, she observed the border collie, Scout, gleefully exploring her property. His owner, a young man, always seemed calm and collected.

She compared her life to his. He had the vibrant life she wanted; the happy dog, the sprawling yard, the young, carefree lifestyle. She clutched the kitchen counter, feeling a dull ache in her back, the weight of her responsibilities pressing down on her.

She grabbed the bottle of cleaner and furiously scrubbed the already spotless countertops, the scent of lemon filling the air. She wanted to yell at him to keep the dog in his yard, but she knew the words would catch in her throat.

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