He adjusted his tie for the tenth time, though the knot felt perfectly fine. This new role in IT felt like a plunge into the unknown. David glanced at the office building across the street, its towering presence mocking him. Each step toward the IT department felt heavier than the last. He chewed on his lower lip.

The fluorescent lights of the new office hummed, amplifying the unsettling feeling he had. His supervisor, a man with a perpetually furrowed brow, gestured towards a desk piled high with wires and manuals. “Alright, get settled in. First order of business is installing the new server software."

David swallowed hard. The words were a foreign language. He ran a hand through his hair, a gesture he had repeated many times this morning.

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