He stared at his reflection in the bathroom mirror. The lines around his eyes seemed deeper, the hair thinner. He was thirty-five, back in his childhood home, unemployed, and alone. Each morning, he saw a stranger staring back at him.

He splashed cold water on his face, trying to shake off the lethargy. He had dreams, once. He'd wanted to write a novel, travel the world. Now, his only goal was to make it through the day without bursting into tears. He dried his face, the towel rough against his skin, and the hollow ache seemed to get more profound with each passing moment.

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