Her fingers fumbled with the key, missing the lock twice. Amelia’s breath hitched in her throat, a cold knot forming in her stomach. He was sitting right there, across the street, on the stoop of the brownstone. The same messy brown hair, the same easy smile, the same slightly crooked nose – it was definitely him. The guy from the gaming forum, the one she'd spent countless nights chatting with.

She had to get inside, away from the prying eyes and the sudden, overwhelming exposure. She scrambled to unlock her apartment door, her heart hammering a frantic rhythm against her ribs.

Her apartment felt too small, too close. She pulled the blinds shut, plunging the room into semi-darkness. She had to sit. The reality was a punch to the gut.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290