"No, no, no," whispered Chloe, her voice barely audible. She had just texted her crush, Daniel, a message intended for her friend, detailing her embarrassing crush on him. It was a long message. She bit her lip until it stung.

Her fingers danced frantically over the phone's screen. She imagined Daniel reading it, then rereading it, then sharing it with his friends. The thought made her want to disappear.

She felt the flush creep up her neck. She squeezed her eyes shut, wishing she could rewind time. She felt a desperate urgency, a need to erase the digital evidence.

She stared at the phone, as if willing it to self-destruct. The room seemed to spin.

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