"Just a little something," Ms. Davis had said, handing him a simple gift wrapped in elegant paper. John accepted it, feeling a familiar constriction in his throat. It was a bottle of vintage wine. He knew the price.

His own attempts at generosity felt suddenly inadequate. His usual homemade cookies, that felt, by comparison, like a joke. He felt his smile falter as he thanked her.

He began to obsess over the details of her home: the marble countertops, the custom-made drapes, the expensive artwork. Each detail was a painful reminder of what he lacked. He found himself lingering longer than necessary during their brief conversations, trying to glean any hint of her secrets.

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