The silence in the room was deafening after her Aunt Carol had made her announcement. Across the table, the old silver locket, glinting under the kitchen lights, seemed to mock her. It was a piece she had always coveted. Now, it was going. The air felt thin and difficult to breathe.

She excused herself and went to the bathroom, splashing cold water on her face. Her reflection stared back, the lines around her eyes more pronounced than usual. She found herself clutching the sink as the room spun.

She knew she should say something, do something, but the words and actions were trapped. She couldn’t seem to find them. The feeling of being paralyzed, of being trapped, began to grow.

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