“Another trophy, Dad!” Maya chirped, holding up a gleaming silver cup. Liam managed a weak smile, patting her head. He used to be the star swimmer, state champion, the pool his second home. Now, the chlorine smell made him nauseous. He’d pushed Maya into it, of course, fueled by his own unfulfilled ambitions. He hadn't wanted her to fail the way he had, burning out from the pressure. He remembered the sting of his own father's disappointment. He could see his own reflection in the trophy, distorted and shadowed by Maya's bright smile. That should be his, but it was not.

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