The workshop, with its metallic scent and the clang of unseen hammers, had always been a sanctuary for Leo. It was where he’d learned everything from Mr. Petrov, his mentor. He ran a hand over the cold steel of a partially finished project, a project Mr. Petrov had promised to help him complete. His breath hitched in his throat. He looked around the workshop, seeing only the ghosts of shared laughter and the lingering scent of welding fumes. It all seemed so…incomplete. And now, he was left with only the empty spaces.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301