The phone rang. It was her agent. “Great news!” he boomed. “That artist, the one with the…interesting new collection? They are using your design as inspiration! And guess what? They want to make a deal!”

A cold, hollow feeling washed over Jessica. Her design, her hard work, was being used, copied, and *celebrated*…by someone else. A sick feeling churned in her stomach. She felt a burning need to slam the phone down, to end the conversation, to get away. The agent continued, oblivious to her inner turmoil, explaining the financial benefits.

She agreed, her voice flat, barely audible. She wanted to refuse, but she knew she wouldn't. The thought of their success being a part of hers made her feel dirty. She wanted to feel that burning creative drive, but it felt extinguished.

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