The envelope lay open on the dusty desk, the words blurred by tears. His hands trembled as he reread the words, the familiar sting in his eyes. He wished he could turn back time. He hated this feeling.

The house seemed to shrink around him, the walls closing in. He felt trapped. He couldn't shake the sensation of being watched, his skin prickled with gooseflesh. He’d gone to great lengths to build a life, to leave the past behind.

He pushed back from the desk, his chair scraping loudly against the floorboards. He paced the room, a caged animal, unable to find peace. The light from the window seemed to mock him.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314