The ringing phone startled Chloe. She jumped, nearly dropping the wallet. She had discovered it in the library, tucked between two well-worn novels. The cash inside, a staggering amount, seemed to mock her.

She glanced at the caller ID; a blocked number. A shiver ran down her spine. The air in her small apartment suddenly felt suffocating. She felt a profound sense of isolation.

She answered the phone, her voice barely a whisper. The voice on the other end was muffled, unintelligible. The connection was lost a moment later. Her palms were slick with sweat.

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