The workshop felt oppressively hot, the air thick with the metallic tang of solder and the faint scent of burning plastic. Elias stared at the schematic, the lines blurring before his eyes. Heโ€™d poured years into this, painstakingly crafting the self-sealing tire, a concept heโ€™d believed was revolutionary. Now, the patent number, printed in bold on the official document, mocked him. He traced the number with a calloused finger, his stomach churning. He should have researched more diligently, should have been smarter. He kicked a stray wrench across the concrete floor, the clang echoing in the cavernous space.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264