The stale air felt particularly oppressive. Across from him, Rebecca was humming, as though they were sharing a pleasant afternoon tea instead of being trapped in a metal box. She was so composed, so put-together. He felt like a coiled spring.

She’d just landed a major client, securing a huge bonus. He’d been working on the same project for months, and it was still a mess. He felt all the bitterness.

He stared at the floor, acutely aware of his rumpled shirt and the dark circles under his eyes. Rebecca, of course, looked flawless. She always did. She was the star of the office, the one everyone admired.

"Well, this is an interesting situation, isn't it?" she said, her voice light and airy. He forced a smile, but it felt brittle.

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