The small, leather-bound book sat on the nightstand, almost swallowed by the shadows. Inside, a meticulous record of deposits and withdrawals, carefully concealed from his knowledge. He felt a sharp pang in his heart, a sudden, unfamiliar ache.

He ran a hand over the smooth, worn cover. He remembered their arguments, their struggles, the constant worry about money. He’d been naive, foolish. He felt a surge of bitterness, then a wave of exhaustion.

He closed his eyes, the image of her face, serene and untroubled, swam before him.

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