The old photographs spilled across the kitchen table. David ran a hand through his hair, the action nervous and erratic. He picked up a picture. It depicted his uncle, beaming, arm-in-arm with a woman who wasn't his aunt, at a place he didn't recognize. He felt like his stomach had dropped.

He’d always believed the stories, the carefully crafted tales of family unity and unwavering loyalty. He felt betrayed, not by his uncle, but by the omissions, the subtle deceits.

The taste in his mouth was metallic. He should have seen the cracks. He should have asked. He should have known. The photograph felt like a physical weight, pressing down on him.

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