"You take the master bedroom," said Daniel, forcing a smile. His sister, Sarah, merely nodded, her face impassive. He knew he was the favorite. Their grandmother had always doted on him, but he’d still screwed up. He’d distanced himself, absorbed by his career, by the illusion of success.

He found himself staring at the wall, at the faint impression of a painting that used to hang there. He should have visited more often. He should have answered her calls. He felt a constant ache, a dull thrumming in his chest.

He moved through the house, the emptiness amplifying his feelings. It was so still, so quiet. This place was supposed to be a new chapter, but all he could see was a final, damning judgment. He'd traded love for ambition, and now, he had neither.

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