“It’s not fair,” Emily whispered, staring at the peeling wallpaper in the dining room. She had been too young to understand, too preoccupied with her own adolescent dramas. She’d resented the time she was forced to spend with her grandmother.

She should have listened. She should have asked questions. She should have appreciated the stories, the wisdom. The house held her prisoner, a constant reminder of her youthful indifference.

She ran her hand along the worn surface of the table, feeling the roughness, the history. It wasn't the material things she needed. It was the love she had discarded. Now, all she felt was the crushing weight of what she had thrown away.

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