The afternoon sun cast long shadows across the living room. Leo picked up his phone, his heart rate quickening. The name on the screen. It was David. The boy who had always been bigger, stronger, and meaner.

He had always been scared. He had always been the one who ran away. He stared at his trembling hands.

He had become a father recently. He closed his eyes, thinking of his small daughter. He would have to be better. He felt a deep longing for his childhood. He should have stood up for himself. He deleted the request.

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