He caught sight of her, and the carefully constructed mask he wore slipped, just for a moment. He quickly re-composed himself, but the damage was done. His chest felt constricted, as if a vise were tightening around it.

He tried to focus on the conversation he was having, but the words felt foreign, the meaning lost. His thoughts were fragmented, scattered. He found himself repeatedly glancing in her direction, unable to resist the magnetic pull.

He took a deep breath, trying to regain control. He excused himself, citing a need for fresh air. He walked outside, the cool night air hitting his face. He leaned against a tree, closing his eyes. His pulse hammered in his ears, a relentless reminder of her presence.

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