The homeowner, Maria, wrinkled her nose at the smell of mothballs as she found a box containing old letters and postcards. She began to read the letters, tracing the faded ink of the elegant cursive script. They spoke of love, of loss, of family. A knot formed in her stomach. She’d always been so focused on her career, on climbing the corporate ladder. She never made time for relationships, for connection. Now, staring at the intimate words on the yellowed paper, she felt the chill of loneliness settle deep within her.

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