The children in the waiting area started to bother Sarah. Her flight was delayed, and the thought of missing her son’s birthday brought an icy chill down her spine. The constant chatter and squeals of joy grated on her nerves.

She picked at her nails. She tried to focus on something else, but she kept replaying the scene in her mind: her son, waiting, hopeful, and the crushing disappointment. She didn’t know how she’d face him.

She rose from her seat, then sat down again. She needed to do something, anything, but her body felt leaden. She swallowed hard, trying to fight back the tears that threatened to spill over.

She checked her phone compulsively, hoping for a miracle, some sign that things might turn around. The numbers remained unchanged.

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