The air in the room seemed to press down on Ethan’s chest. He stared at the email open on Sarah's laptop. Subject: "French lessons." He wanted to laugh, but the sound caught in his throat.

They’d been together for ten years. She’d always struggled with English, and he, in turn, had always tried to understand her. He had never even considered that she would learn French – a language which represented so much of his family history and his life growing up. Now it felt like a door had slammed shut.

He felt the sudden urge to flee, to put as much distance as possible between them. He felt a deep, twisting disquiet settle in his gut.

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