The air conditioning hummed, a monotonous drone that mirrored the feeling inside of Jessica. The revelation had come a week ago, a casual comment from a colleague, revealing that the recently-hired data analyst was earning a higher starting salary.

Jessica found her usually brisk pace slowing. The coffee, once a daily necessity, tasted bitter. She started arriving at the office earlier, leaving later, trying to project an image of unparalleled dedication.

She meticulously documented every task, every meeting, every email, as if compiling evidence. She was looking for validation, from anyone, that would make her feel better.

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