He’d always thought he knew everything. The new homeowner, Mark, scoffed as he found a pile of hand-carved wooden animals in the attic. Crude, childish things. He almost tossed them, but a glint of something in his eye made him pause. Among the figurines was a small, intricately carved wooden bird, its wings outstretched. The details were astounding. He sat down and stared at the bird, his own life suddenly feeling empty. All the success he'd had, all the money he'd made—it all seemed meaningless now. What, truly, had he made?

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