The shovel felt heavy in Amelia's hands, each scoop a monumental effort. Sweat beaded on her forehead, despite the cool autumn air. This patch of earth in her grandmother's backyard felt inexplicably wrong. She’d been enjoying a leisurely afternoon, then the glint of metal caught her eye. Now, something inside her thrummed, a discordant note in the otherwise peaceful day. She kept glancing back at the house, at the kitchen window where she'd been happily baking earlier. Her stomach churned.

The shovel hit something solid. A box. A wooden box, partially rotted. Her heart hammered against her ribs. What could it be? She’d lived in this house her whole life, and yet… it felt like someone else’s secret. A chill snaked down her spine, and she pulled her jacket tighter, even though she wasn't cold.

Carefully, she lifted the box from the hole. Dust motes danced in the late afternoon sun. Her hands trembled as she pried open the lid. Inside, a collection of objects she didn't recognize lay nestled amongst faded newspaper clippings. A photograph of a girl who looked suspiciously like her, but with a different smile.

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