Rain lashed against the windows of the airport lounge, mirroring the storm brewing inside David. He hadn't been this anxious in years. He'd poured over the flight times, triple-checked his passport. He should have known better, he chided himself. His father was turning seventy today.

He pulled his phone out again, staring at the missed calls. His sister, his brother, his mother. They were probably all already at the restaurant. His father, waiting. David had let him down.

The delay, another hour, flashed on the screen. He felt a hot flush creep up his neck. The weight of the missed opportunity crushed him. He should have been there. He should have been celebrating.

He walked to the window, watching the rain blur the lights of the city. He could feel the sting of unshed tears.

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