A cold dread seeped into Amelia’s bones as she stepped back into her room. The air was heavy, the usual scent of coffee and laundry detergent replaced by an unfamiliar, suffocating stillness. There, on her desk, lay her journal. Closed, but not quite in the same position she had left it.

She swallowed hard, a metallic taste coating her tongue. Her roommate, Jessica, was lounging on her bed, scrolling through her phone. Amelia’s hands began to shake uncontrollably.

"Did you... were you looking at my journal?" she managed to ask, her voice thin and wavering. The silence that followed was excruciating. She felt a pressure building in her chest, a desperate need to scream, to lash out, to understand.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228