"This old thing?" David scoffed, holding up a chipped teacup. His sister, Emily, practically cooed over it, examining the delicate floral pattern. He rolled his eyes, the gesture sharp. He didn’t understand the sentimentality, the reverence.

He wanted to be practical; the house was a financial burden. But Emily, she was already talking about the ghosts of their childhood, the memories, the importance of keeping it "in the family." Her voice, filled with such genuine warmth, made him feel… hollow.

He imagined the phone calls he would have to make, the work he would have to do, just to preserve her precious memories. He jammed the teacup back onto the shelf with a forceful clatter, the sound echoing the turmoil inside him.

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