The scent of sandalwood and something else, something vaguely familiar from his childhood, hung in the air. John was on edge. He could feel his heart beat in his ears.

He watched Dr. Thompson, his former tormentor, settle into his chair. He had grown older, of course, the harsh angles of his face softened by time, but the memory was sharp.

He kept seeing all the times he was hurt by him as a child. The times he had to hide. He remembered all the times he cried. Now, this man was supposed to help him. John took a deep breath. This was going to be more difficult than he ever imagined.

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