The old photo album felt cold in his hands. Flicking through the faded pictures, he stopped at a snapshot of himself as a child, grinning at the camera, a small, blurry figure standing beside him. His niece, Olivia, had started drawing the figure, the exact same one, with a knowing wink.

He remembered the pressure, the forced indifference, the day he'd declared the figure gone. He had succumbed to the pressure of conformity. He had denied. He had lied to himself.

His eyes burned. He closed the album, the past a relentless tide washing over him. The photographs were nothing more than a record of his biggest mistake.

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