The email sat in David's inbox, a request from his neighbor, Emily. Could she, perhaps, use some space to grow sunflowers? David had been a terrible host when she'd stopped by to ask in person, a nervous nod and a quick, almost rude agreement.

He sighed. He’d always felt a certain smugness about his own, well-maintained lawn. Now, looking out the window, he saw a blank canvas. Emily, with her cheerful energy and infectious enthusiasm, would soon transform it.

David imagined the sunflowers, their golden faces tilted towards the sun, a splash of joy that his own garden desperately lacked. He felt a deep, uncomfortable ache in his chest, a sense of inadequacy he couldn't quite name.

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