“Hello, Ms. Evans! Lovely day, isn’t it?” The voice, too loud, too close, made Elizabeth startle. She nearly dropped the watering can she was holding. She twisted around, hands shaking. It was Mr. Chen, a newcomer to the neighborhood.

“Yes, it is,” she replied, her voice strained. Mr. Chen was grinning, radiating an unnerving enthusiasm.

"I was wondering," he began, gesturing expansively at her garden, “if maybe I could plant some of my vegetables on the east side of your fence, yes? My space is too small, yes?” Elizabeth stared at his outstretched hand, and felt a coldness wash over her.

She mumbled something about not knowing, and quickly retreated inside, locking the door behind her. Her heart raced, each beat echoing in her ears.

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