"Hello?" Maya answered the phone, her voice sounding strained. It was her daughter's school, calling about the latest pictures on the hidden account. She felt the blood drain from her face as the caller went on. The world seemed to shrink around her.

She sunk into a chair at the kitchen table, the metal cold against her skin. The news confirmed what she'd already suspected, the creeping suspicion that had taken root in her mind. How had she missed this?

She ran her hand over her face, trying to clear her head. The weight of the situation pressed down on her, leaving her feeling physically exhausted. She was at a loss.

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