The hammering started early, a rhythmic assault on the morning quiet. Sarah peeked through her kitchen window, her jaw tight. There, the Browns were at it, already halfway through putting up their pristine white picket fence. She’d always wanted a fence, a boundary, some semblance of privacy. She’d priced them, dreamed about them. Always, something else came up: a leaky roof, a child's braces. Now, the Browns' yard would look so perfect, so complete.

Her tea suddenly tasted bitter. She slammed the mug down, the clatter echoing in the otherwise empty house. She’d just repainted her own front door. A muted, almost drab blue. Compared to the crisp brightness of that white fence, her effort felt… pathetic.

That afternoon, she found herself watering her lawn excessively, even though the soil was already saturated. She wanted something of hers to look better. Her gaze kept drifting, unbidden, to the perfectly straight lines of their new barrier.

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