The first thing she heard in the morning was the hammering, the last thing she heard at night. Sarah wanted to scream, but instead, she just sat hunched on her couch, staring at the ceiling. The renovation next door, the one she’d sneered at as “unnecessary extravagance,” had transformed her quiet solitude into a cacophony. She should have been more supportive to her neighbor, Emily.

She had told Emily her plans were ridiculous. Now, watching the beautiful new additions to Emily's home, Sarah felt an unfamiliar ache in her chest. She longed for the connection they once had.

The sun shone through the windows, mocking her misery. She picked up her phone to text Emily, then put it back down 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