He felt a knot tighten in his stomach. The bright, cheerful decorations, the joyous atmosphere – it all seemed to mock the unease that had settled over him like a shroud. Ben kept his gaze fixed on the dance floor, hoping to avoid her. He felt a desperate need to find somewhere to hide.

He feigned interest in the conversation with his tablemates, but his mind raced. Would she be with someone? Would she avoid him? The questions swirled in his head, creating a dizzying vortex of anticipation and dread.

He excused himself to get a drink, his pace quickening as he moved towards the bar. He had to keep moving, keep busy, keep from confronting the inevitable. The champagne he ordered tasted bitter in his mouth.

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