The librarian handed Maya the box. Inside, amongst other forgotten things, was a letter she had written to her best friend, a friend she hadn't spoken to in years. She felt a sudden, sharp pang of something unpleasant as she held it.

She remembered the context: a school trip, a fight, a misunderstanding. The letter was an apology. A plea for reconciliation. She swallowed hard, her mouth suddenly dry.

Her heart began to pound a steady rhythm in her chest. The memory of that time, of the raw emotions, overwhelmed her. She felt like she was standing on a cliff edge, looking down.

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