The glass of scotch sat untouched on the table, the amber liquid reflecting the flickering fireplace. He’d always enjoyed a drink after a long day at the office, a way to unwind, to decompress. Tonight, however, the scotch held no appeal. He felt a throbbing ache behind his eyes.

He had ignored the advice of his mentor, the one person who had seen through the corporate facade. He had dismissed her warnings, her encouragement to branch out, to explore his passions. He had chosen the easy path.

He got up from his chair. The world, at least the world of his career, appeared to be crashing. He should have taken her advice. The quiet in the house now seemed unbearable. The knowledge that he had wasted opportunities, burned bridges, and failed to plan, now hung over him like a shroud.

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