Her friend, Emily, was practically bouncing with excitement. "You have to come, Sarah! It'll be so much fun! We can catch up, remember old times…" Sarah could barely meet her gaze. She was currently staring at her coffee cup as if it was a puzzle she was trying to solve.

The reunion was looming closer, a dark storm cloud on the horizon. Sarah felt a tightness in her chest, a knot of dread that tightened with each passing day. She imagined the gossip, the judgments, the pitying glances. She thought of *him*.

"I just... I don't know," she finally stammered, her voice barely a whisper. She looked at her friend, saw the genuine excitement on her face, and felt a pang of guilt. She wanted to say yes, to be that carefree girl again, but the thought filled her with a sense of paralysis, a deep and unyielding unease.

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