A sour taste coated his tongue. He had spent the morning cleaning his desk. It was spotless, organised, and utterly unremarkable. The only evidence of his presence was a faded photo of his dog. His new role in management required him to supervise.

He had expected to feel a sense of achievement, of moving up the ladder. But he just felt... heavy. He walked into the new office, and was greeted by a cacophony of greetings and excitement. They were ready and eager to do what he had always dreamed.

He knew his colleague, Emily, would excel. She was going to be working on a project he wanted to be a part of. He felt a stab of something unpleasant when he realised she was already in her new office.

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