The musty scent of aged paper filled Amelia’s nostrils as she thumbed through the used copy of *Wuthering Heights*. She’d been enjoying the grim romance, curled up on her armchair with a cup of chamomile tea, when a folded piece of parchment fluttered loose. Her hands trembled slightly as she picked it up.

Her heart hammered against her ribs, a frantic rhythm against the quiet of her apartment. The handwriting was elegant, looping script. It spoke of a secret rendezvous, a meeting beneath the willow tree at midnight. A chill snaked down her spine, raising goosebumps on her arms.

She slammed the book shut, her tea sloshing precariously close to the edge of the table. Every creak of the floorboards, every rustle of leaves outside her window, sounded amplified. She clutched the letter tighter, the paper crinkling in her grasp. The willow tree was in her neighbor's backyard.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314