The aroma of fresh paint, coming from next door, made her stomach churn. She slammed the newspaper down on the table, the sound echoing in the sudden quiet of her kitchen. Her own home, she realized, had become a stagnant pool, a place where time stood still.

Her gaze fell on the chipped tiles of the kitchen floor, the dated wallpaper. "It's fine," she mumbled to herself, but her voice lacked conviction. The laughter of the workers next door was a constant, irritating buzz. She felt a sudden, fierce desire to rip something apart, to make some kind of impact on her own life, but she didn’t know how.

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