The drive home was a silent ordeal. The car felt heavy, the landscape blurring through tear-filled eyes. The carefully crafted plan for a surprise getaway had been sabotaged, unravelled by his own blunder. He parked in the driveway, the engine's rumble fading into the stillness of the night. He sat for a moment, the steering wheel digging into his thighs. He knew he had to face her, to explain. The knot in his stomach tightened with each passing second, a manifestation of the distress he felt.

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