The silence in the bookstore was deafening. Alex stared at the handwritten note taped to Mr. Fitzwilliam’s office door: "Closed. Leaving the country. Goodbye." He felt his pulse quicken, his heart beat erratically. He had planned to discuss his own writing and receive some guidance.

He stepped back from the door, his throat suddenly tight. The bookstore, usually a haven of comforting whispers, now seemed to echo with the absence of Fitzwilliam's presence. He was so used to seeing him, hearing his opinion, that this feeling was foreign to him. He found himself unable to breathe.

He felt a deep sense of loss, a disorientation that made him want to flee. The thought of facing the writing process without Fitzwilliam's wisdom was daunting. He closed his eyes. The world had just grown vast and uncertain.

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