The dust motes danced in the afternoon sunbeams, illuminated by the gaps in the new construction. The incessant hammering and drilling was a constant reminder. She recalled the sharp words that had left her mouth, stinging her now. She’d been so quick to complain about the intrusion. Now, she felt a profound sense of loss.

She stood in her kitchen, making lemonade, feeling as though the joy had left her life. She filled a mason jar with it, along with some freshly baked cookies. She knew she had to face her neighbour. She took a deep breath, and walked out the door.

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