It landed with a soft thud on his doormat, a stark contrast to the sterile, impersonal bills. The card felt expensive, the paper thick and luxurious. The lack of a signature was, in its own way, an insult. He was ignored.

He examined the calligraphy, a style he'd seen only in magazines depicting lifestyles he’d never be able to afford. He crushed it slowly in his hands.

Outside, the neighborhood kids were laughing, playing a game in the street. He hated their carefree existence, their boundless energy. He could feel his jaw clench, his muscles rigid.

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