He stared at the small, square photo of Mr. Henderson taped to the classroom door. The same thin, receding hairline, the same perpetually disapproving expression. A cold knot twisted in David's gut. This was his son, Ethan’s, new teacher. He’d spent years trying to forget the humiliation of Mr. Henderson's constant public corrections, the way his classmates snickered.

David found himself avoiding Ethan. He’d planned to bake cookies for the first day, but he just couldn't bring himself to. The ingredients sat untouched on the counter. He watched his son leave for school that morning with a forced smile, his heart aching. He felt like he'd let down his younger self, the boy who'd once loved drawing and now was probably being told his art wasn't good enough.

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