The floral arrangements seemed to close in on her, their sweet perfume suddenly suffocating. She felt trapped in a gilded cage. Every glance, every smile, felt like a deliberate act.

He was across the dance floor, laughing and chatting. She gripped her own hand so tightly that her nails dug into her palm. She felt a wave of nausea wash over her.

The music changed to a song they used to love. The lyrics felt like a personal attack. She excused herself to the ladies' room, needing a sanctuary, a moment of reprieve.

The cool tiles offered a small comfort. She splashed water on her face, trying to calm her racing heart.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294