Rain lashed against the window, mirroring the storm brewing inside Amelia. She watched her niece, Clara, meticulously color the figure in the drawing, a tall, spindly figure with glowing green eyes. It was Barnaby, the creature Amelia had invented to combat loneliness when she was a child.

She’d discarded Barnaby the moment she'd found popularity in high school. The betrayal of her inner world was a constant weight, a silent ache. The memory of leaving Barnaby behind burned within her, a reminder of the person she once was and the person she'd become.

Amelia’s hands trembled as she reached for a cup of tea, the ceramic cold against her skin. "Barnaby's a good friend, isn't he?" she said, her voice strained. Clara looked up, her face lit with the joy that Amelia used to know.

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