The attic was a disaster. Olivia coughed, the air thick with dust and the scent of decay. Boxes overflowed with forgotten treasures, mementos of a life she barely knew. She picked up a tarnished silver locket, its intricate carvings catching the faint light. Her fingers trembled.

She should have asked Grandma about these things, about her past. She should have listened, really listened, instead of rushing through her visits, always distracted by her phone, her social life, her own self-importance. The locket felt cold against her skin.

She opened the locket, revealing two tiny photographs. Grandma, young and vibrant, a smile playing on her lips. A man, handsome, a stranger. Olivia closed the locket with a snap, the sound echoing in the silence. Why hadn’t she asked? The unanswered questions were a heavy shroud.

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