Rain lashed against the windowpane, mirroring the storm inside her. The muddy paw prints on her newly cleaned porch floor were a testament to her negligence. She should have gone over to speak to her neighbor, weeks ago. She’d been putting it off, always finding an excuse.

She watched, from the window, as Mrs. Davis chased after Buster, her face flushed with a mixture of exasperation and affection. The dog, of course, was having the time of his life. It was cold outside and she had just finished cleaning.

Her phone buzzed. A text from her daughter, asking if she was coming to dinner. She didn't want to go. She was too ashamed, too burdened by the weight of her inaction. She considered ignoring it.

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