The letter had been blunt: "Removal complete." Michael ran his hand through his hair, a nervous habit. The simple words had sparked a deep disquiet within him. He'd rushed to the spot, his mind racing.

He arrived and his breath caught in his throat. Where the majestic sequoia had been, there was only a flat, empty space. His jaw tightened, and he felt a sudden urge to turn around and run.

He circled the area, his gaze fixed on the bare ground. He kicked at a loose pebble, sending it flying. He then stared at his hands, his knuckles turning white.

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