Sarah sat on the porch swing, the rhythmic creak a mocking soundtrack to her thoughts. It was the last swing, the last afternoon. Across the lawn, the movers were loading the last of Emily’s belongings. The air tasted heavy, charged with a kind of impending finality she couldn't quite bear. She should have been more available, more supportive when Emily had been struggling.

A hot wave washed over her, a blush creeping up her neck. She remembered all the times she’d canceled plans, prioritizing work, or relationships that ultimately hadn’t mattered. Emily had always been there, a constant. Now, she was going, and Sarah was left with a hollow ache.

She watched Emily come toward her, a small smile playing on her lips. "I'm going to miss this swing," Emily said. Sarah couldn't meet her eyes.

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