He’d always loved browsing the used bookstore, the scent of old ink and forgotten stories comforting. But tonight, as Elias peeled back the cover of a well-worn detective novel, a folded note spilled onto his lap. His breath hitched.

His stomach lurched. The words, penned in hurried strokes, detailed a plot, a conspiracy, a name that echoed with a chilling familiarity. He hadn't expected this on a Tuesday night. His hands felt cold, clammy.

He swallowed hard, the lump in his throat making it difficult to breathe. The fluorescent lights of the store suddenly seemed harsh, the shadows in the aisles deeper. He glanced around, noticing the other patrons with a fresh sense of unease. He felt exposed, vulnerable.

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