The small, cramped room felt like a pressure cooker. The air conditioning was on full blast, but sweat beaded on Chloe’s forehead. She'd been waiting for this moment for months, yet now that it was here, she felt as though she might spontaneously combust.

She’d received the email notification first thing this morning. The results were ready. She had spent the entire day stalling, cleaning her apartment, watching mindless television, anything to avoid confronting the truth that awaited her.

Finally, she took a deep breath, steeling herself. She felt a prickling sensation in her hands. She clicked the link.

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