The house felt cavernous, the silence echoing in every corner. Hannah wandered through the rooms, each one a repository of shared memories, now tinged with the bittersweet knowledge of a future apart. She picked up a book from the shelf, a gift from Olivia, and ran her fingers over the cover, the words blurring before her eyes. She should have made more of an effort to visit Olivia.

The ache in her heart intensified. She realized, with a sharp pang, that she had been preoccupied with her own life. She had let the distance grow, and now it was too late.

She found herself standing in the doorway, watching the movers pack the last of Olivia’s belongings. She took a deep breath. She could still wave. She could still smile.

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