He hadn't slept well the night before. Now, Michael stared at the email, the words blurred. His stomach churned with a nervous intensity, like a nest of snakes. He glanced at the empty chair across from him, the one usually occupied by Liam.

He felt a sudden urge to flee, to disappear. He thought about calling in sick, taking a day, or maybe a week, just to get away from the office. He hated the way his hands were sweating.

He leaned back in his chair, trying to steady himself, but his body felt disconnected, as if it were moving on its own. He felt a deep, unsettling unrest.

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