The balloons for Zoe's party bobbed gently in the breeze, a cheerful facade she could barely look at. Her brother, Ben, was having a party. She looked at the time. Two hours. Two hours until the party was supposed to start. No one had RSVP'd.

Her breath hitched as she imagined the awkward silence, the empty cake, the forced smiles. Her chest felt heavy, as if weighted down by a thousand bricks.

She considered cancelling, but the thought of the disappointment on her parents' faces made her recoil. She felt so vulnerable, so exposed. She knew. This would be a disaster.

The world seemed to shrink around her.

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