The old trunk in the guest room had always been off-limits. Now, she was finally allowed to open it. Inside, nestled among moth-eaten blankets, were the boxes. Her name, printed in her mother's familiar script, adorned each one.

A chill snaked up her spine as she lifted the lid. The sight of her own, childish handwriting on a math worksheet sent a wave of dizziness through her. Her breath became shallow, quick. She felt pinned, rooted to the spot.

Each box was a vault, holding memories and secrets. She wanted to run, to scream, to erase what she had just seen, but her legs were lead.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314