He slowly opened the box, the lid creaking open with a sound like a sigh. The contents spilled out, a jumbled mess of memories and forgotten years. He found his name, scribbled in his childish handwriting. His mother, a collector of small moments, had preserved them all.

He scanned the papers, his throat tightening. He had pushed her away, thinking he was too old for her, too cool for her brand of love. Now, he wished he had let her closer. The ache in his chest was a constant reminder of all the unsaid words, of all the chances lost. The silence of the room was heavy.

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