He'd recognized the voice first, that unmistakable cadence. Now, standing behind the counter at his local bookstore, she was staring directly at him. Her eyes, usually so expressive in their online chats, were wide and a little uncertain. Mark felt the air escape his lungs in a rush.

He stumbled over his words as he tried to respond to her request for a recommendation. He picked up a book, dropped it, then started to reach for it again. He needed to calm down.

He managed a weak smile, but he felt a cold sweat prickling at his temples. The safe space of the internet had crumbled, exposing him.

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