The request arrived as a gentle suggestion. "Maybe just a little room for some strawberries?" Evelyn, who had lived next door for years, had a smile that always seemed to know the best ways to get what she wanted. I couldn't say no.

Now, I was outside, ostensibly to tend my own flowers. But I couldn't keep my gaze from drifting over. Evelyn’s space was all activity, all possibility. Mine just… was.

My own roses, usually a source of pride, suddenly felt dull and lackluster. A tightness coiled in my stomach. I saw Evelyn's daughter helping, both of them laughing and talking. I was alone, as always.

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