"Just a small spot," the neighbor, a young woman named Chloe, had said. He, Thomas, had been too polite to refuse. Now, the seeds were sprouting, the tiny plants reaching towards the sun. He couldn't help but look, a persistent itch behind his eyes.

He saw the carefully tilled earth, the vibrant green shoots. His own yard, a testament to order and control, suddenly felt sterile, lifeless.

He found himself pacing his living room, unable to settle. The scent of the neighbor's garden, carried on the breeze, filled him with a restless discontent he couldn’t understand.

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