The antique rocking horse, its paint chipped and faded, sat silently in the gloom. It stared up at her with its glassy eyes, its carved mane still partially intact. Clara's gaze fixed on it, her fingers tracing the curve of its wooden head.

She remembered dismissing it as junk, nearly throwing it out. But something had stopped her. Now, seeing it again, she felt a tightening in her chest. She saw a child, laughing, riding on it.

A sudden, sharp pain pierced her. She hadn't even considered the child's happiness, the history of joy this object had held. The attic, once a chore, now felt like a confessional. She would have to find a way to honor it.

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