The cold seeping into the newly found room sent a shiver down Beatrice's spine. It was a cellar, accessed through a loose flagstone in the kitchen. She traced the outline of the stone, her knuckles white. Her sister had just bought her own little cottage, a sweet two-bedroom, and now, Beatrice had this damp, dark space.

She lowered herself into the small room. The walls were lined with wine racks, and a workbench sat in the corner. She pictured her brother-in-law, a man who loved woodworking. He’d be so happy to have this space.

“Just what I need, a dungeon,” she sighed, her breath clouding in the cold air. She kicked at a loose brick, frustration bubbling up in her throat. She wanted something nice, something that wasn't a damp, dark cellar. She wanted to feel *good* about her new home.

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