“Magnificent!” The words, uttered by a stranger, struck like a blow. Michael’s shoulders hunched inward. He could feel the blood draining from his face, leaving him pale and weak. The museum, usually a place of solace, now felt like a tomb.

His drawings, private and intensely personal, adorned the gallery walls. He had never intended them to be seen. He wanted to crawl out of his skin.

He focused on the floor, on the patterned tiles, desperately trying to ground himself. His palms were slick with sweat. He longed to be unseen, to dissolve into the shadows. He wished to disappear.

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