The email arrived like a poisoned dart: “Mediocre.” It was the single word that summed up the critic’s assessment of Kai’s new tasting menu. He closed his laptop, the screen reflecting his devastated expression.

He paced the confines of his small apartment, the cramped space feeling smaller than ever. The kitchen, his sanctuary, now seemed like a battlefield. His hands, usually busy with a knife and ingredients, hung limp at his sides.

The desire to create had vanished, replaced by a deep and pervasive despondency. He'd envisioned himself as a culinary artist, not a purveyor of "blandness." He called his best friend, but didn't even know what to say. His throat closed, and he abruptly hung up the phone.

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