The scent of cardamom and cinnamon filled the air, a scent that transported her back to her grandmother's kitchen. He’d made her favorite dish. And then, in a halting, almost childish voice, he spoke. The Arabic words were clumsy, the accent thick, but the intention was clear. He had been learning.

She felt a hollowness inside, a vast and empty space. The walls she'd erected around her heritage seemed to crumble, and in their place, a painful truth. She had denied him a part of her, a part of her soul.

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