The letter was a surprise. It had been decades since her parents had died. Now, rummaging through a box of their things, Amelia found it. A draft of a letter, a hidden message of sorts. Her mother's resignation from her life, it seemed.

Amelia’s breath hitched. She hadn't known. Her mother had seemed so happy, always smiling. Now she read the words, the quiet desperation between the lines, and felt a rush of something akin to being knocked off balance.

She moved through the house in a daze. The familiar surroundings felt foreign, the air thick with unspoken truths. She sat at the kitchen table, the letter spread out before her, and felt a profound sense of isolation, a stark awareness of the distance between them.

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