The rhythmic thud of a hammer pulsed through Amelia's living room. It was a sound she’d come to know intimately over the last few weeks. Mrs. Gable, next door, was finally doing something with her dilapidated Victorian. Amelia stared out her kitchen window, watching the workers haul lumber and bark orders. A cold knot formed in her stomach.

She slammed the fridge door, the sudden noise a sharp counterpoint to the construction next door. Amelia hadn't touched her own house in years, a fact that settled over her like a heavy blanket. The peeling paint on her window frames felt like a personal affront. She poured herself a glass of wine, then immediately changed her mind, returning the bottle to the fridge. The clinking sound echoed the thuds coming from next door.

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