The radio blared. “The Secret Garden Salsa, now with extra jalapeño!” He turned it off abruptly. It was *his* salsa. He had spent years perfecting the recipe, the precise balance of sweetness and heat. He had given it to his neighbor, for fun, to make some extra cash. Now, it was a national brand. He paced his small apartment, the footsteps echoing in the silence.

He stared at his hands, the hands that had carefully chopped the peppers, measured the spices. He felt a deep, unspoken disappointment. The vibrant colors of the salsa, that he once enjoyed, now seemed to mock him.

He picked up a cookbook, but quickly put it back down. The thrill was gone. He felt… tired.

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