The hum of the refrigerator seemed to amplify in the quiet kitchen. Sarah stared at the screen, at the friend request from Jessica. Jessica, who had excluded her from every group, every party. Who made sure she always felt like an outsider.

She reached for a glass of water, the tremor in her hands making it spill. She cleaned it, and stood there.

The memories, sharp and painful, flooded her. She thought about the things she’d missed, the friendships she’d lost. She felt a profound sense of loss, a void she knew she couldn't fill.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301