The tiny enclosed space became a pressure cooker. Sweat beaded on Leo's forehead. He wiped it away with the back of his hand, leaving a smear of grime. He couldn't seem to stop fidgeting, adjusting his tie, then the collar of his shirt.

"They'll be here soon, right?" he asked, his voice sounding hollow. He didn’t wait for a response, immediately restarting the question. He started walking in a small circle, the only movement possible.

He desperately wanted to reach out for his phone again, but kept stopping. He was starting to feel claustrophobic, the walls closing in. He stared at the floor, as though he could find a way out of the metal box through it.

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