He found the room behind a panel in the library, concealed by a cleverly disguised bookshelf. He had been so proud of his purchase; it was a symbol of his achievement. This room was a metaphor for his life. The house was his, now. But as he stood in the dust and shadows, he couldn't shake the feeling of unease. A profound sense of loss settled over him, something he couldn't name.

He’d always chased success, always pushed harder, driven by an emptiness he couldn't define. He walked into the darkness. There were shelves lined with leather-bound books, untouched for decades. It was all a hollow shell.

He felt the sudden impulse to leave, to run from the suffocating weight of the house. He should have stayed at his small apartment. A wave of nausea began to churn in his stomach, and he pressed his hand against his forehead.

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