The scent of coffee, usually comforting, turned acrid in Maya's nostrils. She sat at the kitchen table, the laptop displaying the final chapter. The ending was a bleak one. Her gaze jumped to the empty chair across the table.

She pictured Sam, his absent smile. The thought that every tender moment could be fabricated made her want to weep. Her chest tightened, and she drew a sharp, shallow breath.

She closed the laptop, the click echoing in the sudden quiet. She felt a compulsion to flee, to erase any trace of her involvement. She needed to understand, but she was not sure she could.

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