He stared at the tarnished silver locket, the intricate engraving catching the weak sunlight filtering through the dusty attic window. His grandfather had given it to his grandmother on their wedding day, a symbol of their enduring love. Now, it was just another item to be liquidated.

A sharp pain jabbed behind his eyes. He lifted the locket, turning it over in his hand, feeling its weight. He thought of his grandfather's stories of bravery and devotion. His father’s face flashed in his mind.

“It’s just money,” his sister had said earlier, with a shrug. He knew he shouldn't be feeling this way. Still, he couldn't shake the heavy feeling in his chest.

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