The news landed like a slap. John felt a strange chill despite the warm, sun-drenched day. The letter in his hand felt flimsy and inadequate compared to the weight in his stomach. He’d busted his back working multiple jobs just to be considered. Now… nothing. A sense of unease settled over him, settling in his bones like a deep cold.

He watched the recipient, a girl he barely knew, walk past, her face alight with purpose. The sight felt like an insult. He found himself picking fights, his usual easygoing nature replaced by a simmering anger. Even small things, like a misplaced pen or a spilled coffee, were enough to set him off.

His friends noticed the change, but he brushed off their concerns, attributing his behavior to stress. But the truth was a knot of resentment that would not come loose.

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