The old house creaked and groaned around him, a symphony of forgotten echoes. Liam, clearing out his childhood home after his father's passing, discovered the letter tucked inside his father’s favorite book. It was a draft of a letter from his father to his childhood sports coach, a letter of thanks, but also a hidden plea for support, for mentorship.

Liam’s fingers traced the carefully penned words. He had always seen his father as strong and self-sufficient. He had needed a lot of help.

His breath hitched. He had never considered that his father had faced challenges, sought guidance, or needed anyone. He felt a profound sense of sorrow, a realization of his own youthful blindness. He had never thought of asking his father for help. He hadn't known how to help him. The house felt empty, utterly silent.

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