The bear sat on a table, its fur matted and its one remaining eye slightly askew. Liam’s breath hitched. He knew that bear. He knew its name. He knew the stories he'd whispered to it, the tears he'd cried into its fur. He’d left it behind at his grandparents’ house. He’d never gone back to get it.

He shifted his weight, his palms suddenly slick with sweat. The yard sale was bustling, full of people haggling and chatting. He felt oddly isolated, the noise fading into a dull roar around him. He felt an intense urge to protect the bear, to shield it from the world.

He pointed at the bear, his voice cracking slightly. "How much?" He hoped the seller wouldn't notice the tremor in his hands, the way his knuckles were white.

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