Her breathing felt shallow and rapid, a hummingbird trapped in her chest. The bright lights of the reception hall seemed to pulsate, adding to the disquiet that gnawed at her. Chloe smoothed down her dress, wishing she'd worn something less conspicuous, something that would allow her to blend into the background.

She avoided looking in the direction of the dance floor, where she knew he might be. A wave of heat washed over her. She excused herself from the table, claiming a need for fresh air. She needed to escape, even for a moment.

Outside, the cool evening breeze offered a small reprieve. She leaned against the wall of the building, her body trembling slightly. The memory of their last heated argument replayed in her mind, amplifying her current unease.

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