Sarah stared at the empty storefront, where "The Tea Garden" used to be. She'd been too busy to stop by in the last year, even though it was her favorite place to think, to find peace. Now, the space was vacant.

She touched her necklace, a small pendant she’d bought there, a reminder of a happier time. She needed to apologize for neglecting the little things, for not appreciating them.

She felt a hollowness in her chest, a void that couldn't be filled. She should have made more time, created more memories. She turned and walked away, the setting sun casting a long, lonely shadow.

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