"Predictable." The single word, the final nail in the coffin of Chef Marco’s dreams. His innovative pasta dishes, which he believed to be his magnum opus, were labeled as unoriginal. He crushed the newspaper in his hands.

He retreated to the walk-in refrigerator, the cold air a small solace against the heat of his humiliation. The organized shelves, once a source of pride, now seemed to mock his failure. He stared at the vibrant ingredients, the promise of new creations, but felt no spark of inspiration.

His back ached with the weight of expectation. He should have listened to his instincts, he thought, should have been bolder. He knew he'd let the side down, and he found himself calling his wife. But he couldn't bring himself to talk to her. He hung up immediately.

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