He hadn't intended to explore the basement today. He should have been focusing on the plumbing. But a persistent draft, a feeling of being watched, had led him to a section of wall that seemed…different. He'd knocked, and the hollow sound had confirmed his suspicions. The reality of his current situation seemed to catch up to him. He was tired of it all.

The small, stone room he discovered was cold and damp, a stark contrast to the warmth of the day. A single, dusty window offered a sliver of light. The house was a money pit, a constant drain on his resources. It had changed his relationship with his wife.

He ran his hand across the cold, rough stone of the wall. He remembered the feeling of freedom he had when he was younger. He felt a sting in his eyes. He should have listened to his parents, bought a simple house. He sighed.

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