"Show me that move again, Dad!" The eager voice of his son, Sam, broke through the silence of the backyard. Mark watched, a knot forming in his throat. He used to be a master of the martial arts, his body a symphony of controlled power. Now, he was stiff and out of shape. He’d pushed Sam into it, driven by a desire for his son to experience the discipline and self-control he had found. He felt a deep sorrow. It hurt to watch, and even more to know, he'd lost that very discipline himself.

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