The echo of the unanswered phone call resonated in her ears. Claire had been so eager to connect with her father. Now, it felt like a betrayal. His secrets had always been a mystery to her. She thought he was a good man, but now that he was gone, she felt as if she didn't know him at all.

The new information felt heavy, like a stone in her chest. She had a half-sister, and a whole lifetime of missed opportunities now stretched out before her. She had been so close, and yet, so far.

She picked up the phone again, then hesitated, her finger hovering over the dial button. Her mouth was dry. She took a deep, shaky breath, knowing that this was a step she had to take, however difficult it was to do so.

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