The invitation felt heavy in Elara’s hand, a crisp white card mocking her. She ran a thumb over the raised lettering: "Cocktail Evening – Sponsored by Aethelred Industries." Liam had been insistent, practically begging her to come. He’d described Aethelred as a powerhouse, the kind of place where careers were forged. Her stomach churned.

She arrived at the venue, a sleek, modern gallery, and scanned the crowd, seeking Liam's familiar face. Her palms were slick. Why had he been so cagey about the details of his job, the company? He’d always just said "finance," vaguely.

Finally, she spotted him, impeccably dressed, chatting animatedly with two impeccably dressed men. As she approached, her breath hitched. Liam turned, his smile faltering. He introduced her as… his “friend.” The men, with their polished shoes and even more polished smiles, nodded politely. Aethelred Industries wasn't a finance firm. It was a weapons manufacturer.

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