The workshop felt oppressively small, the air thick with the scent of soldering flux and unrealized dreams. Arthur slammed his fist onto the workbench, scattering a carefully arranged collection of gears. His own "self-adjusting spanner," designed to fit any bolt, sat discarded in a corner, gathering dust. Across town, Harold's "universal wrench," a near carbon copy, was selling like hotcakes. He’d seen the television commercials, the smiling Harold touting its genius. Arthur gnawed on his lip, the metallic taste a familiar companion to his frustration.

His hands fidgeted, picking up a discarded spring and twisting it obsessively. He'd poured his heart, his savings, his very sanity into that spanner. Now, it was just another would-be-invention lost to the patent wars. He grabbed a rag, scrubbing furiously at his workbench, as if trying to erase the very memory of his creation.

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