The emergency lights flickered, casting long, dancing shadows across the cramped metal box. Amelia pressed her back against the cool steel wall, her breath coming in shallow gasps. Her fingers, usually quick and efficient on a keyboard, were now fumbling with the tiny phone screen. No signal. Just static.

"Well, this is just great," muttered Mark, the guy from accounting. His voice sounded unusually high-pitched. He ran a hand through his already disheveled hair, leaving it standing on end. He paced, then stopped abruptly, his eyes darting around the small space.

Amelia tried to focus, forcing herself to count the seconds between the elevator's creaks and groans. She had to get control of herself. The thought of being trapped, buried in the concrete and steel of the building, sent a fresh wave of unease rippling through her.

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