The silence at dinner was stifling. His daughter, Olivia, had embraced Rastafarianism, and the colorful clothes and new dietary restrictions felt like a constant reminder of the changes that had occurred. He sat opposite her, trying to smile, but his face felt stiff.

He found himself staring at the empty spaces on the walls where photos of family gatherings once hung. Now, Olivia spent most of her time with her new friends. He replayed the memory of the day she had made the announcement over and over in his head. The weight of his thoughts made his shoulders slump, and he felt a sharp stab of grief.

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