The musty scent of old paper and forgotten wood clung to Amelia’s clothes as she sifted through the boxes. Her brother, Thomas, was upstairs, probably already enjoying the vintage car collection their grandfather had left him. Amelia had always been practical, pragmatic. She’d always assumed she’d receive the family's modest savings, a tidy sum that would ensure her children's education and her own financial security. Instead, the will stipulated a life estate in their grandmother’s dilapidated Victorian house, a property she had ignored for years.

The dust motes danced in the slivers of sunlight that pierced the grimy windows. She ran a hand over the peeling wallpaper, the floral pattern faded and ghostly. A sharp tightness settled in her chest. She should have visited their grandmother more. She should have listened to her stories.

She'd thought she was being sensible. Now, she was staring at a house that was a monument to choices she'd made, a symbol of the time she'd wasted.

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