The flickering neon sign outside the window cast dancing shadows across the room as Olivia watched Ben. He was cradling the cat carrier, a hopeful look on his face. She felt a knot tighten in her chest. She had a history of allergies. She hoped, but she knew.

She tried to inhale deeply but her breath caught in her throat. The possibility of constant sneezing, itchy eyes, a runny nose. The thought of having to move out was a painful sting.

"Isn’t she gorgeous?" Ben asked, opening the carrier slightly. Olivia forced a smile, a pretense of interest she didn't feel.

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