The sudden cold sweat prickled Clara's skin. Her grandmother’s declaration – that she had become a follower of Wicca – slammed into her like a physical blow. Clara’s breath hitched in her throat. The familiar floral wallpaper seemed to pulse, the cheerful roses now mocking her.

She excused herself from the dining table, her stomach churning. The scent of lavender candles and essential oils she usually loved suddenly became nauseating. She hurried to the upstairs bathroom, shutting the door firmly behind her. The click of the lock provided no comfort.

Clara leaned against the cool porcelain of the sink, attempting to regulate her breathing.

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