He’d been wandering aimlessly, hoping to find something, *anything*, to alleviate the emptiness. He stumbled into a used bookshop, the scent of old paper a familiar comfort. He chose *One Hundred Years of Solitude*, drawn to the mystical cover. A single, brittle leaf fell out.

Attached to the leaf was a carefully folded piece of paper. The handwriting was neat, precise. A last will and testament, leaving everything to a loved one. The man on the page, like him, had never found the courage to speak his truth, to confess his love. The words seemed to echo his unspoken feelings, his unlived life. He could barely breathe, the air suddenly too thin.

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