He stared at the television screen, his fingers interlaced so tightly they ached. The late-night talk show was winding down, the host introducing the musical guest. Mark knew the artist, a rising star with a penchant for covers. He was not looking forward to this.

His song, a quiet folk ballad, was about to be transformed. He’d signed away the rights a while ago, figuring no one would ever hear it. Now, his words were about to be broadcast to millions. His jaw was clenched, his neck stiff.

The performance began. The artist had a powerful voice, a stage presence. The music was so much louder, more polished than he ever imagined. He felt a flush creep up his neck. It was his song, but it was someone else's song now. He was a spectator at his own eulogy.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256