The invitation to the barbecue felt like lead in her hand. Sarah reread the cheerful script: "Come celebrate our new fence!" Her stomach churned. It wasn't just the fence. It was *how* they'd gotten it.

She’d been so eager to agree. Mr. Henderson’s dog, a fluffy Samoyed named Cloud, kept digging under the shared hedge. “It’s just a small border, a friendly gesture!” Mr. Henderson had pleaded. Now, the “friendly gesture” was a solid, imposing cedar barrier.

Sarah felt her cheeks burn as she imagined facing Mrs. Henderson. The woman, usually so warm and welcoming, had barely spoken to her since the fence went up. Even Cloud gave her a wide berth now, his happy barks replaced with a wary silence whenever Sarah approached.

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