The attic was a dusty mausoleum of forgotten things. Sophia, cleaning out her childhood home, stumbled upon the letter. Her father, it seemed, had wanted to make a change. A different path. The draft of a new beginning, discarded long ago.

She sank onto the floor, the paper clutched in her hand. The words were a revelation. She saw a flicker of something she had never known about him. All of the things she thought she knew, were suddenly different.

She walked out into the garden, the late afternoon sun warm on her face. The world seemed to have shifted. She wished she had asked more questions, paid closer attention. She had missed the nuances, the silent battles.

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