He hadn't intended to come to the sale. He'd been looking for something else entirely, something to fill the void. He found nothing, and now, standing before the chipped paint of the old bear, he felt the void growing.

He remembered the day he'd discarded it. The memory burned, as sharp as the present. He’d justified his actions then, but now, he couldn't hide from the truth.

He bought the bear, paying the smiling woman without a word. He held it close as he walked away, each step a further descent into his own quiet despair.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264