The sunlight was harsh, making the dust motes dance even more frantically in the confined space. Sarah’s chest constricted as she pawed through the collection of dusty notebooks, the pages brittle with age. Her mother had held onto everything, every little scrap of her life from school. A particularly childish story about a magical unicorn, a science project on the life cycle of a butterfly, a math test she had failed.

She remembered the sharp words she'd used, the teenage tantrums, the door slams. Now, each piece of paper felt like a tiny accusation. She hadn't cherished the little things. She had taken her mother's love for granted. She wished she could go back, just once, and rewrite her story with her mother.

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