He stared at the mirror, tracing the lines etched around his eyes. Michael, the seasoned surgeon, had been shaken by the news. He’d performed a risky procedure, based on the erroneous information, on the wrong patient. The patient recovered perfectly. The mix-up had been discovered after. The consequences of his actions played on a loop in his mind. Now, he felt he had betrayed his own oaths. He felt a profound sense of failure, a feeling of being less than adequate. He’d lost his appetite. He hadn't slept in two nights. His hands trembled as he poured a glass of water.

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