The silence in the car was deafening. John gripped the steering wheel so tightly his knuckles were white. He was driving Emily home, the destination a place he’d previously associated with happiness. Now, it was a symbol of his blunder.

The argument, a heated exchange of accusations and accusations, still echoed in his ears. The revelation about the other woman, another "Emily," another life woven around the same person, felt like a deep wound.

He glanced at Emily, her face pale and drawn, staring out the window. He wanted to apologize, to rewind time and undo the hurt, but the words felt trapped in his throat, choked by the weight of his actions. The car lurched to a halt, and he finally breathed out in the darkness.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301