The harsh fluorescent lights of the office seemed to amplify the silence. Michael found himself staring at the notes on his desk, unable to concentrate. He kept replaying the scene from last night in his mind. He had been walking by his girlfriend, Anya's, open door when he heard her speaking fluent Russian.

He hadn’t known she spoke a word of it. His mouth felt dry. A feeling, like a cold hand, had wrapped around his heart. He felt a desperate need to know what she was saying, who she was saying it to. He leaned back in his chair, suddenly exhausted.

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