The listing blurred on the laptop screen. Sarah kept scrolling, pausing to stare at the photos of the house on Hemlock Street. The new landscaping, the freshly painted shutters – it all felt like a stranger's attempt to erase the memory of her childhood. Her chest tightened. A headache bloomed behind her eyes. She hadn't visited since she’d left for college, a lifetime ago. A sob lodged in her throat.

She clicked the “Schedule a Viewing” button, her hand trembling. The digital clock on the wall mocked her with its relentless ticking. Each number felt like a hammer blow against her resolve.

The walk-through was set for tomorrow morning. She needed to cancel it. She needed to forget she ever saw the listing. But the image of her father, beaming on the porch, his arm around her, kept flashing through her mind.

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