The hammering started before dawn, each blow a sharp, insistent punctuation mark against the pre-dawn quiet. Sarah pulled the covers tighter, but the sound wormed its way into her skull, making her teeth clench. This was her fault. She should have spoken up. Now, she was stuck watching the ugly, prefabricated fence rise between their yards, a barrier where sunshine and laughter used to roam freely. She’d kept quiet about the height, about the style, about everything, allowing Mrs. Gable to steamroll her with a breezy "It'll be lovely!" Now, staring out the window at the encroaching wood, a knot tightened in her chest.

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