"Just a work call," she'd said, her voice tight, a little too quickly. Now, Sarah sat on the edge of the bed, the familiar comfort of the duvet offering little solace. Her stomach churned. The memory of the hushed tones, the frantic glances over her shoulder, replayed on a loop in her mind. She pulled her knees to her chest, hugging them tightly. The silence in the room felt heavy, suffocating. She felt a pressure behind her eyes, the familiar sting of unshed tears. She didn't trust her own voice.

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