The antique doorknob, cold and heavy beneath Elias's trembling fingers, finally turned. He hadn't expected to find anything behind the bookshelf. Just a solid wall, he'd thought. Now, the door swung inward, revealing a flight of steep, shadowy stairs descending into darkness. His breath hitched in his chest. A prickle of cold travelled down his spine, despite the warmth of the afternoon sun streaming through the nearby window. He considered slamming the door shut, returning to the sunlit living room, pretending he hadn't seen. But curiosity, a dangerous and unwelcome companion, held him captive. He took a hesitant step forward, the floorboards groaning in protest.

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