He sat there, a ball of frustration coiled in his gut. Across from him, Janice was telling another story. This time, about her recent ski trip. He was sure it was paid for by the company, and she'd probably gotten a bonus as well. She was always going somewhere, always doing something exciting.

"And the view from the top of the mountain..." she trailed off, her eyes sparkling. He glanced down at his scuffed shoes. He'd been hoping for a promotion himself, but she’d gotten it last quarter.

He leaned against the wall, his shoulders slumped. She seemed immune to stress, radiating a kind of effortless joy. He was perpetually stuck in this office, slogging through the mundane tasks. Janice was free, soaring to new heights.

He mumbled, "Sounds lovely." He hoped she couldn't hear the flat note of his voice. She likely couldn't.

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