He ran a hand through his hair, leaving it standing on end. The letter was a crisp white square, mocking him with its pristine surface. David paced the length of his cramped living room, the worn rug offering little comfort beneath his restless feet. He kept replaying the meeting in his head: the editor's polite smile, the encouraging words... all a facade, apparently.

He muttered to himself, the words barely audible. He glanced at the manuscript, its cover displaying the title of his life's work. The pages, once a source of pride, now felt heavy, useless. A tremor ran through his hand as he reached to pick it up.

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