The antique music box, her grandmother's, sat on the mahogany table. Sunlight glinted off the tiny porcelain ballerina twirling within. Amelia watched her cousin, Clara, delicately lift the lid, the tinkling melody filling the room. Clara was the favourite, the one who always received special treatment. Amelia felt a tightening in her chest.

Clara kept mentioning the money she would get for it. “I could put a down payment on a flat,” she’d said. Amelia wanted a flat, too.

Amelia grabbed a glass of water, her hand trembling slightly as she did. The music box. It was a tangible piece of the past, of Grandma. The thought of it being sold felt like a betrayal, a loss she couldn't articulate, yet she stood frozen, unable to speak, as Clara chattered excitedly.

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