The attic air hung thick and dusty, catching in Amelia's throat as she hauled another cardboard box across the floor. She hadn't been up here in years, not since… well, not since everything had changed. Sunlight sliced through a grimy window, illuminating dancing motes of dust, and the unsettling stillness of the space. Inside the box, a mountain of forgotten things. Then she saw it, tucked beneath a stack of old blankets: a plastic bin, clearly labeled in her mother's neat handwriting, "Amelia - School."

Her pulse quickened. She pulled the lid off, a plume of dust puffing into her face. The first item was a meticulously crafted diorama of the solar system, the planets painstakingly constructed from painted styrofoam balls. She remembered the late nights, her mother's patient hand guiding her tiny fingers. A lump formed in her throat. She should have called, should have visited, should have… what? It was too late now.

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