The elevator ride felt like an eternity. Each floor, a step further away from the safety, the certainty of her home. The notice in her bag felt heavy and unfamiliar. Once outside, she paused, unable to take a step. Her breath caught in her throat. The thought of the future stretched before her, a vast and confusing landscape.

She fumbled for her keys, the metal cold against her trembling fingers. She unlocked the door and stepped inside, the familiar scent of old books and brewing coffee doing little to calm her. The apartment felt different, somehow smaller, less secure. She felt a deep ache in her chest, a physical manifestation of her disquiet.

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