The taste of the cheap instant coffee in Amelia’s mouth soured with each passing moment. She stared out at Ms. Rodriguez's newly renovated swimming pool, sparkling under the summer sky. She had always found Ms. Rodriguez a bit...uninteresting, with her simple dresses and the old, beat-up Volvo she drove.

Amelia's chest tightened. She hadn’t even bothered to invite Ms. Rodriguez to the book club meetings, assuming she wouldn’t fit in. She cringed, remembering all the times she’d subtly distanced herself from the woman, making excuses to avoid conversations.

She now realized, she had missed an opportunity, and the understanding gave her a sharp, piercing pain.

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