Thomas paced the length of his cramped apartment, his shadow stretching and shrinking with each stride. He ran a hand through his thinning hair, tugging at the strands. The article, "The Unforgettable Garlic Knot," stared back at him from his laptop screen. It highlighted a local restaurant’s sudden rise to fame, all thanks to a recipe that was undeniably *his.*

He swallowed hard, the action making his throat feel tight. He should be thrilled, right? His family’s recipe had finally found its audience. But the restaurant owner, a man he'd once shared a kitchen with, had never asked for permission, never offered credit.

With a muttered curse, he grabbed his jacket. He needed air. He needed to *see.* He imagined the knots, golden and perfect, being devoured by strangers, unaware of the secret behind their deliciousness. He felt a cold dread creep into his bones.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210