The coffee tasted like ash in Amelia's mouth. She swirled it around, watching the brown liquid cling to the sides of the ceramic mug. A year they’d been friends online, sharing secrets and bad jokes, venting about life. Now, here she was, in a crowded café she frequented, staring across at Liam. It had been Liam the whole time. And she’d trashed him, in her chats, to someone she thought lived states away.

Her cheeks burned. He looked…different. His online persona was so meticulously crafted. He looked like the photos but…softer? More vulnerable.

“So…this is awkward,” Liam began, his voice hesitant. Amelia mumbled an agreement. She should have been nicer. She should have been more honest. The weight of her digital duplicity pressed down on her chest, a physical ache.

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