Dust motes danced in the single shaft of sunlight slicing through the attic window. Maya ran a hand over her face, the rough fabric of her jeans a strange comfort against her clammy skin. She’d expected old photographs, perhaps a forgotten diary. Not this. A small, intricately carved wooden box sat on the floor, its surface cold and unyielding beneath her fingertips. Inside, nestled on crimson velvet, lay a tarnished silver key. Her brother, Liam, would find something entirely different, she knew. He’d probably inherited the family farm, or a trust fund, something predictable. A slow dread coiled in her stomach. What did this key unlock? And what awaited her on the other side?

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