The vibrant colors of the art gallery seemed muted. Sarah’s discovery hung over her. She watched the artist’s face, which she knew so well. It was her best friend, who was supposed to be a museum curator. He was here, displaying his work. It felt like a betrayal.

She felt a hollowness in her stomach. He had shared the news with her, and she had believed in it. Her head began to throb.

Each brushstroke on the canvas felt like a blow. The gallery, which should have been a celebration, now felt like a cage. She couldn't speak, could barely breathe. She felt a profound sense of loss.

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