The envelope felt heavy in her hands, though it contained nothing more than a few sheets of paper. Amelia stood in her mother's rose garden, the scent of the blooms a potent reminder of the woman she’d lost. Her stomach did a flip-flop. She’d been putting this off for weeks. She’d found the letter tucked inside a cookbook, a list of aspirations scrawled in her mother’s familiar hand.

She took a shaky breath, the paper rustling as she opened it. The first entry: *Visit the Louvre Museum in Paris.* Amelia bit her lip, a wave of uncertainty washing over her. She’d never been to Europe. The idea of traveling alone, fulfilling her mother’s wishes, felt overwhelming. She felt quite small.

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