The world was spinning. Or perhaps it was just the elevator. It was hard to tell. All he knew was that his stomach churned, and his hands were clammy. He looked at the other person trapped with him, a woman he'd never spoken to before. She was staring at the floor, clutching her handbag as if it were a life raft.

“Anything…anything happen…?” he stammered, the words catching in his throat. He wished he'd brought a bottle of water. Or anything.

He had to get out. He had to breathe. He took a few deep breaths, trying to control the pounding in his chest. But the silence pressed in, amplifying every creak, every groan of the metal cage around them.

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