The envelope felt fragile in Emily's trembling hands. It was addressed to her, in Michael's familiar script, but the handwriting seemed shaky, unfamiliar. She’d found it tucked away in the back of his desk drawer, along with a small, leather-bound notebook. Her breath hitched as she opened the envelope.

Inside, a single sheet of paper lay folded. On it, a list. "Visit Japan." "Write a novel." "Fall in love again." The words swam before her eyes. Her fingers squeezed the paper until the edges started to curl. A strange tightness gripped her chest. He was talking about falling in love *again*? The thought made her feel physically ill. She couldn't understand.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314