"Absolute rubbish," Chef Kenji muttered, grinning at the screen. The critic's pronouncements on his ramen were brutal. “A broth that tasted of dishwater,” “noodles that were reminiscent of rubber bands.” It was poetry.

He let out a loud guffaw, startling his sous chef, Mateo. Mateo raised an eyebrow, but Kenji just waved him off, gesturing to the computer. He leaned back in his chair, stretching his arms above his head, every muscle in his body relaxing.

Kenji had been playing it safe, trying to cater to the fickle palates of the locals. This review was a permission slip. He already had ideas swirling in his mind, daring experiments he'd been holding back on. He tapped his fingers on the table, a mischievous glint in his eye. He was already planning his comeback.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401