The advertisement popped up, an unwanted guest in Evelyn’s otherwise tidy digital life. She felt an instant tightening in her chest, a physical manifestation of her discomfort. She sat rigidly, her eyes glued to the screen.

The images flickered, each one a reminder of a past she was trying to keep buried. She found herself holding her breath, as if to ward off an invisible threat. Her stomach twisted into knots.

She closed the laptop with a snap, the sound echoing in the silent room. She couldn't bring herself to look at it anymore. She pulled the blanket over her head, shutting out the world. The darkness offered a small measure of protection.

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