The world seemed to tilt on its axis. She’d thought she had a good relationship with her daughter, Chloe. Open communication, mutual trust. And then, this. A vibrant account, full of life and color, showcasing a side of Chloe that she’d kept hidden.

She felt a chill crawl over her skin. The temperature in the room hadn’t changed, but she wrapped her arms around herself anyway. Her heart was a frantic drum against her ribs. She sank back into the chair, the chair suddenly feeling as cold and hard as stone.

She stared at the ceiling, feeling lost, adrift. Each image, each post, felt like a betrayal. And yet, she knew she couldn’t lash out.

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