The harsh fluorescent lights of the airport illuminated the weary lines on Michael’s face. His son's college graduation ceremony was this afternoon. He had worked tirelessly to provide opportunities, and now, he wasn’t able to witness his son's triumph.

He drummed his fingers on his knee, the rhythmic tapping a frantic counterpoint to the turmoil inside him. Every second felt like a blow. He checked the status, again and again. Still delayed.

He closed his eyes, replaying conversations with his son, the proud moments that had led to this milestone. The feeling that he had let him down settled on his shoulders, heavy and suffocating.

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