He stared at the computer screen, the image of his childhood home – the house on Pine Street – mocking him with its cheerful new paint job. He felt a sudden, sharp ache in his chest. A memory surfaced: playing catch with his dad in the backyard.

He rubbed his eyes. The memories were a constant companion now. He should have called more. Visited more. Now, the opportunity was gone.

He pulled the blanket tighter around himself. He felt cold, both inside and out. He wanted to scream. He wanted to turn back time. He wanted…something.

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