Eliza clutched the adoption paperwork, the names and dates a cold, hard slap to the face. A sister. A half-sister, sheโ€™d never known. She reread the relevant information. She paced her small apartment, the worn wooden floors creaking under her hurried steps.

She felt a pressure building in her chest, a knot of unease. She needed to tell someone, to share this impossible burden. But who? She picked up her phone, hesitating.

Eliza abruptly dropped the phone back onto the counter. She felt a sudden urge to flee, to escape the confines of her apartment, to run until she was exhausted.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290