"Hello?" Maya called, her voice thin and reedy. The air in the hidden room was stale, thick with the scent of dust and something else, something metallic and faintly unsettling. She gripped the cold stone of the wall beside the open doorway, her knuckles white. Sunlight, which she'd been expecting, had been scarce. Instead, a single bare bulb cast a sickly yellow glow, revealing a small, windowless chamber. Her heart hammered against her ribs, a frantic bird desperate for escape. She couldn't shake the feeling she was being watched.

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