He crumpled the review in his fist. “Bland and derivative.” The words, meant for his restaurant, felt like they were describing his own existence. Chef Javier had always considered his cooking an extension of his soul; now, that soul felt hollow.

He leaned against the cold brick wall of the alley behind his restaurant, the chill seeping into his bones. The normally comforting aroma of woodsmoke from his grill now felt repulsive. He watched the rain fall, washing away the vibrant city around him, mirroring the feeling of emptiness inside.

He reached for his phone, then hesitated, his hand trembling. He was supposed to be a leader, an innovator. Instead, he felt like a fraud. He closed his eyes and wished he could vanish.

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