The setting sun painted the room in hues of orange and purple, yet nothing could warm Liam. He held the crumpled page gingerly, as if it might shatter. He’d found it tucked in the pages of her favorite book. The carefully written list was stark and unfamiliar.

"Learn to ride a horse." "Write a book." "Live without him." He couldn’t breathe. The last entry had knocked the air right out of his lungs. He felt a sudden, desperate urge to flee, to escape this room, this knowledge. He sank back against the wall, his face pale.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314