The crisp autumn air did nothing to alleviate David's feeling of unease. He leaned against the weathered fence post, the scent of decaying leaves thick in the air. He’d always felt a bond with his father, a shared love of woodworking. Now, the projects they'd built together, the hours spent in the workshop, felt tainted. He kicked at a pile of fallen leaves, scattering them.

He knew he should tell his wife, but the words stuck in his throat. He pictured her face, her unwavering support, her gentle kindness. It only intensified the weight on his chest. He felt as though he was a spy, carrying a dangerous secret. He went back inside and shut the blinds, seeking solace in the sudden darkness.

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