The coffee cup trembled in Amelia's grasp, threatening to spill its dark contents. She re-read the headline, the stark black font a brutal contrast to the cheerful yellow of her kitchen wall. "Local Teen's Secret Diary Exposed!" Beneath it, a link. Her stomach churned. It felt like someone had kicked her from the inside.

She slowly lowered the cup, the ceramic clinking against the countertop. Her fingers traced the rim, again and again, as if trying to memorize its shape. This was real. This was happening. She’d always worried about this, a vague, distant fear finally solidified into a concrete horror.

Her phone vibrated in her pocket. It was a text from Sarah, a friend from high school. "OMG. Have you SEEN this??" Amelia squeezed her eyes shut, then, with a shaky breath, 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