“It’s not real,” Emily kept repeating to herself, her voice a monotone drone. She was sitting on the floor in the middle of her bedroom, the test results crumpled in her hand. The wallpaper, that she had spent hours choosing with her mother, felt suffocating.

She remembered all the family holidays, the shared traditions, the small, seemingly insignificant moments that had built the framework of her life. Now, those memories felt like sand slipping through her fingers. She crawled into bed, pulling the covers over her head, wishing she could simply disappear.

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