"Rude?" Chef Kai repeated the word under his breath. The word hung in the air, a phantom accusation. He threw the review in the bin, but the words remained etched in his mind, sharp and insistent. He clenched his jaw, the muscles in his face tight.

He found himself constantly checking the dining room, his eyes darting between the tables. He wanted to scream at the diners but found himself checking his watch. The usual camaraderie amongst the kitchen staff felt strained, as if everyone was walking on eggshells. He felt a dull ache behind his eyes.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284