The book lay open on the kitchen counter, the spine cracked, its pages dog-eared. Sarah stared at the title: *Sarah Jenkins: A Life Unveiled*. She didn't remember authorizing anything like this. A wave of nausea rolled over her. She reached for the phone, the metal cool against her clammy palm, and dialed her agent, her fingers fumbling with the numbers.

"I need to know how this happened," she said, her voice tight, barely above a whisper. The agent's assurances felt distant, muffled, as though spoken from the bottom of a well.

A coldness spread through her limbs. She sank into a chair, her vision blurring, and focused on the intricate pattern of the wallpaper, trying to find some anchor in the familiar. This stranger’s story, her story, filled her with a strange, unfamiliar dread.

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