The sunlight felt too bright, the air too clean. For weeks, Amelia had poured her heart into the project. The company wide presentation was her baby, she had worked tirelessly on it. Now, it was being presented by Mark, her boss, who was getting promoted. A new office, bigger salary, the things Amelia had wanted for so long.

She sat in the back of the conference room, the envy a cold, unwelcome guest. Mark’s confident voice and perfect posture were infuriating. He was getting the accolades, the praise, the career advancement. Her contributions, her late nights, were entirely erased.

Amelia felt like a ghost, invisible. Her fingers itched to interrupt, to scream out her name and that she had worked on the project the most. But she remained still, her face a mask of polite attentiveness. Afterwards, she went to the restroom and cried.

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