The antique music box was cold to touch. Daniel, hunched on the floor of the solicitor's office, felt the weight of it in his hands. He'd been expecting the family's jewelry, the pieces that would've been sold to pay off his debts. His sister, Olivia, was upstairs, likely thrilled with her inheritance; a scholarship fund set up in their grandmother's name.

He wound the key. A tinkling melody filled the room, a sad, melancholic tune. He hadn’t visited his grandfather often enough. He’d always been too busy, too preoccupied with his own troubles.

The solicitor cleared his throat, “It plays a different tune for each listener, you know." He just shook his head, staring at the polished wood.

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