The fluorescent lights of the Legal department buzzed overhead, a constant, irritating reminder of his new reality. He sat rigidly in his chair, trying to focus on the document in front of him, but his mind kept wandering. He looked up at the clock, its hands moving far too slowly. The move from the bustling environment of the shop floor to the sterile quiet of this office felt like a sentence.

He kept seeing the faces of his colleagues, the shared laughter, the camaraderie. He missed the grease, the noise, the feeling of accomplishment that came from fixing a problem. He clenched his jaw, the muscle in his cheek twitching. He wished he could go back, to be part of the crew, to be *doing*.

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