Sarah slumped in her chair, the harsh fluorescent light of the office reflecting off the polished chrome of the "auto-folding laundry basket" advertisement on her computer screen. She had sketched, prototyped, and tested the same concept two years ago, but life, and lack of funds, had intervened. Now, Brenda from marketing was getting a promotion, and a new car, off the back of *her* idea.

She scrolled through the website, her jaw clenching with each perfectly posed photo. The basket, sleek and modern, was exactly as she'd envisioned it. She stood abruptly, unable to bear the sight any longer. The air felt thin, her breath catching in her chest. She needed air, or at least a distraction. Grabbing her coat, she stormed out, leaving the mocking basket to gleam in its digital perfection.

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