The house felt hollow without the rhythmic click of her grandmother's knitting needles. Maya wandered through the empty rooms, touching the surfaces as if trying to absorb some vestige of her presence. She'd known she should visit. There were promises she should have kept. Now, the silence was deafening, amplified by the gentle ticking of the clock in the hall.

Her brother, Leo, was in the living room, staring out the window. He was a quiet man, and she knew he was also thinking of the past. The way he avoided her gaze spoke volumes. She joined him. The memories were a shared burden, heavy and undeniable.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285