"Should have," Michael muttered under his breath, clenching his fists. He watched the contractors putting the finishing touches on Mr. Abernathy’s beach house, a massive structure overlooking the ocean. He had laughed at Mr. Abernathy’s faded, out of style clothing and his penchant for bargain shopping.

His breath hitched. He had spent years, he realized, looking down on the man. He had seen him as a man of meager means. He had scoffed at his attempts at conversation, making subtle, dismissive remarks.

The saltwater air seemed to mock him, swirling around him as he stood there, feeling the full weight of his folly.

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