The workshop was silent, an unsettling stillness. Michael’s hands trembled as he held his latest sculpture. He’d been so eager to show it to Mr. Tanaka, the master craftsman who’d taught him everything. He never got the chance.

The workshop was cold and empty. Michael felt a sudden hollowness, the same sensation that had appeared in his stomach. He felt a stab of fury. The others were moving on, beginning to prepare their own works.

He dropped his sculpture. The marble smashed against the floor, a loud, defiant sound. He wanted to destroy everything. He'd put his heart and soul into this, and for what? He stared at the pieces, feeling as though something had broken 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