The aroma of freshly baked bread filled the kitchen, a smell that once brought joyous anticipation to Michael. He watched his daughter, Chloe, knead the dough, her face lit with the same enthusiasm he’d felt when he began. He used to spend hours experimenting with different recipes, perfecting his sourdough. Now, the thought of flour and heat made him want to flee. He'd let it go, allowed the demands of work to consume him, but not Chloe. She had the gift, and he felt like he’d stolen it from himself. He wished he could taste it again.

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