The constant noise was a physical thing, a pressure on her ears, a vibration in her bones. She couldn't focus on her book. She couldn't even enjoy the silence of her own thoughts. She remembered telling her neighbor, Carol, that the project was a waste of money, a vanity project. Now, watching the beautiful new landscaping being put in, she felt a profound sense of loss.

She walked out into her yard, the sight of her own overgrown weeds making her stomach churn. The sun was hot on her face, but she felt a chill deep inside. She picked a dead leaf off one of her wilting roses, and sighed.

She’d been so wrong.

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