"Perfect," Mark muttered, holding up the well-worn copy of *The Great Gatsby*. He needed something for his bookshelf, something that would give the impression of intelligence and depth. Then, a thin envelope slid out, marked with a beautiful, spidery hand. He was expecting the usual – a bill, junk mail. Instead, he stared at a love letter.

It was addressed to a "Dearest Evelyn," filled with promises of forever, of shared sunsets, of a life of boundless joy. Mark’s jaw clenched. He’d never had a love like that. He’d never even *tried* to have one like that. He ran a hand through his hair, his gaze lingering on the delicate script.

The beautiful handwriting, the effusive words… it all felt… unreal. Like a movie. He felt a dull ache in his chest. He ripped the letter to shreds and shoved it into the trash can. He needed something stronger than a mere book to fill the emptiness he now felt.

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