Sarah's new apartment gleamed in the afternoon sun. I sat on her ridiculously plush velvet couch, the fabric practically mocking the threadbare condition of my own sofa. The scent of fresh flowers and expensive perfume filled the air. My own apartment always smelled faintly of burnt toast.

She described her "consulting" work – vague, high-powered words that left me feeling like a simpleton. I found myself abruptly interrupting, trying to steer the conversation back to more familiar territory, a local band we both liked. My enthusiasm felt forced, a poor substitute for her easy confidence.

Later, I walked home, shoulders slumped. I checked my phone, re-reading the email about the grant I'd applied for, the grant I desperately needed to secure the funds for my own project. The silence of my small apartment felt particularly heavy that evening.

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