The dreaded notification. "Ms. Garcia is now following you." The pit in Chloe's stomach seemed to grow with each passing second. She hadn’t been on her best behavior in her photography class lately.

She immediately started to delete and archive posts, her fingers moving at lightning speed. Her palms became damp. She felt a growing sense of panic. She wished she had never joined social media.

The next day in class, she couldn't meet her teacher's gaze. Every instruction, every comment, felt like a judgment. She felt as though she was under a microscope, unable to move without being observed.

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