The morning sun glinted off the pristine, cherry-red convertible parked in Mrs. Henderson's spot across the street. It was usually a beat-up Ford Fiesta that rattled and wheezed. Now, a machine of perfect curves and polished chrome occupied the space. Sarah felt a peculiar tightness in her chest as she watched the tow truck back into her own driveway. Her old station wagon was being hoisted onto the flatbed. "But... it's my driveway!" she spluttered to the tow truck driver. He just shrugged, pointing to the hastily scribbled note on her windshield: "Improperly parked. Resident only. Tow away at owner's expense." She clenched her jaw, the taste of metal sharp on her tongue.

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