"Please, just think about it," Mr. Peterson had pleaded, his voice tinged with unexpected desperation. Amelia had retreated indoors, suddenly finding the warmth of the late afternoon sun oppressive. She retreated into the quiet sanctuary of her kitchen, pulling out a chilled glass of water.

She had always prided herself on her privacy, on the neat lines of her property. Now, she felt a creeping unease, a tightening in her chest. The thought of someone else's plants, someone else's mess, on *her* land, churned her stomach. She stared out the window, imagining the vibrant chaos she usually avoided.

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