The aroma of spiced cider and crackling fire filled the air, but the autumn festival was a poor substitute for the picnic he'd skipped. He was there with some acquaintances, but the jovial atmosphere did nothing to chase the chill in his bones. He had bailed on Sarah.

He watched the children run and play, the joy in their faces a stark contrast to his own internal turmoil. He kicked at a pile of leaves, the sound of his foot hitting the earth echoing in the stillness.

He felt the weight of his decision pressing down on him, a physical ache in his chest. A sudden need to make amends overwhelmed him. He should have been there.

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