The afternoon sun cast long shadows across the yard, highlighting the destruction. He knew that it had to be fixed. The dog had broken through again. He should have been more vigilant. He should have been a better neighbor.

He walked over to the fence, his footsteps heavy. He was angry with himself. He should have been doing things differently.

He sat on the porch, staring at the empty house. His friends were gone. His family was gone. His life was ruined. The dog's escape was the last straw.

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