The weight of the box felt heavy in David’s hands, as if it contained more than just paper and memories. He’d found it in the garage, a forgotten corner of his childhood home. He sat down heavily on the old workbench, the wood groaning beneath his weight. Every assignment, every art project, every poorly written book report was present.

He flipped through the pages, a wave of discomfort washing over him. He had been so self-absorbed, so eager to break free from his childhood and into adulthood, that he had unintentionally pushed her away. Now, looking at the faded ink and the childish drawings, a knot formed in his stomach. The realization was a bitter pill to swallow.

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