It was late, and she was scrolling through social media before bed. The familiar blue and white interface suddenly seemed hostile. The friend request from Tyler, her former classmate, who had delighted in embarrassing her in front of everyone. Her stomach churned.

She turned off the screen, the abrupt darkness a temporary relief. She pulled the covers up to her chin, the soft fabric doing little to warm her. She felt a profound sense of unease settle over her, a deep and icy dread that she couldn't shake. The world felt smaller, tighter, as though she were under pressure.

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