"Oh, no," mumbled Emily, her voice barely a whisper as she read the letter. Her palms grew damp. A fence. Right there, separating them. It wasn't the practicality of it, not really. It was something else.

She began double-checking everything. The deadbolt, the windows, the alarm system. She found herself whispering as she spoke, keeping her voice low. Her breaths grew shallow, and she caught herself looking over her shoulder.

She had always loved her backyard, the open expanse of grass and the old oak tree. Now, she felt a constriction, a feeling of being hemmed in, watching the world from behind bars.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293