The card was tucked between a credit card offer and a coupon for pizza. Maria almost threw it away before something made her pause. She saw a familiar handwriting. Her stomach lurched.

She retreated to the kitchen, seeking the comfort of routine. She made a cup of tea, the clinking of the ceramic cup against the saucer a small comfort. She hadn’t spoken to them in months. Each passing moment felt like a punishment.

She walked to the window and stared at the empty street. She remembered the day she had said the meanest things to them. The day she had ruined everything.

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