The concert hall buzzed with anticipation. Elena sat backstage, her fingers tapping nervously against her leg. She could hear the murmur of the crowd, the final preparations before her own performance. Then, a familiar opening melody began to drift from the stage. Her heart stuttered.

She stiffened. It was โ€œFading Light,โ€ her signature song, but sung by someone else. Her breath caught in her throat. She gripped her dress, her knuckles white. She knew she should go out there, but she couldn't move. She wanted to run. This feeling was overwhelming. The music continued, distorted and cheap, a pale shadow of her original creation.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228