The thud of the ball hitting the fence echoed in the empty yard. He watched the dog run back and forth along the boundary, its tail a metronome of frustration. He had done nothing. He should have fixed it a long time ago.

He picked up the ball. His hands trembled slightly. The gate, he knew, was flimsy. He had been meaning to replace it for months. His failure had cost him everything.

He called his wife, his voice raw. He had to explain. He had to find a way to make amends. He knew that the damage was already done.

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