She stared at the note propped up on her kitchen counter. "Kindly keep the noise down," it read, penned in a shaky, unfamiliar hand. Mrs. Petrov, from upstairs, had finally had enough. She had always seemed so gentle. Now the words burned into her mind.

A feeling of intense agitation coursed through her. She was usually considerate, she told herself. But the music, the way it made her feel… the beat, the drums, the singing. She knew she hadn't listened.

She picked at a chipped nail, the sharp edges mirroring the jagged edges of her emotions. The party had been meant to be a celebration, a release. Now, the memory of it left a bitter taste in her mouth. She wished she could undo it. She didn't.

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