He’d been acting odd for days. Liam, her partner of five years, had retreated, his eyes darting around the room, always seeming to be listening for something. She found herself clutching her own phone, repeatedly checking for messages, even though she knew there wouldn't be any. A coldness settled in her bones as she overheard a muffled conversation from the bedroom.

The familiar scent of his aftershave usually filled the air, a comfort she took for granted. Now, it felt suffocating. Tonight, he had left the bathroom door open and she saw his phone on the counter. She felt a magnetic pull towards it, despite the guilty feeling it gave her. A sense of apprehension coiled in her gut. She resisted the urge and went back to the couch.

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
πŸŽ‰-0.233
happy-0.231
"-0.228