The rain mirrored the mood in Maria’s apartment, a relentless, gray drizzle. The once-bright walls seemed to have dimmed, just like the joy in her heart. She flipped through old photo albums, each page a fresh wave of memories, each memory a tiny stab of pain. They had been inseparable since kindergarten, yet she had been distant lately, caught up in her own drama, her own insecurities.

Her gaze landed on a picture of them, younger, happier, huddled together at the beach. A lump formed in her throat. She had taken their bond for granted. The weight of it settled on her like the damp air.

A text from Chloe. "On my way! Almost ready?" Maria typed a response, her fingers heavy. “Yeah. Almost.”

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