The worn leather satchel, stuffed with his late father's tools, sat in the middle of his kitchen table. He’d inherited it, along with the responsibility of selling it. The weight of it settled on him, making him feel weary. He ran a hand over the rough, worn leather.

He remembered his father teaching him how to use each tool, his patience unwavering. The scent of oiled wood and metal wafted up, bringing memories flooding back. He knew he should sell, but the thought of letting go felt impossible. He went to the window, the sun was setting.

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