The old school grounds were deserted, the swings rusting in the late afternoon sun. He’d brought the worn, leather-bound book, the one they used to fill with childish drawings and scribbled secrets. His childhood friend, Sarah, had stood before him, her eyes searching his face, and then… nothing. He was invisible.

The book felt heavy in his hands, each page a testament to a lost connection. He’d wanted to laugh with her. To see her eyes light up with recognition. But the past was a ghost, and he was the only one who could see it.

He traced a finger across a faded drawing of a spaceship, his throat constricting. He closed the book, a wave of sadness washing over him. He felt the sting of tears behind his eyelids. He threw the book in the trash bin.

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