The clatter of pots and pans usually soothed Jean-Pierre. Today, the noise grated on his nerves. He kept scrubbing, scrubbing, scrubbing the same pan, a futile attempt to scrub away the sting of the review. His chest felt constricted.

He barked orders to his kitchen staff, not out of malice, but a desperate attempt to maintain control. Each dish that left the kitchen felt like a gamble, a test of his worth. He felt the sweat beading on his forehead, a cold dampness that had nothing to do with the heat of the stoves.

He saw the waiter bring out a plate. He was sure it was going to be an issue. He bit his lip. The waiter returned, his face a mask of polite neutrality. Jean-Pierre held his breath as the waiter walked past him. He couldn’t handle another problem. He turned back to the pans, the metal reflecting the tormented portrait of a chef.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228