"You alright, Lily?" her mother asked, watching her pace the kitchen. Two parties, both for her on her birthday, both from different friends. She didn't expect this, a collision of worlds.

Lily stopped, forcing a smile. “Fine. Just… thinking.” The vibrant decorations for the first party, the themed pirate party, felt suddenly oppressive. The thought of all the kids, their demands, their endless energy, made her feel weak.

She glanced at the other invite, the tea party at the local manor. A wave of unease washed over her. The formality, the delicate china, the expectation of polite conversation. She felt her face flush, the blood pounding in her ears. Each choice presented a world of its own, threatening to swallow her whole.

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