The old library felt cavernous, the shadows from the tall bookshelves stretching and contracting in the dim light. David held his grandfather’s list, his knuckles white. “Learn to play chess.” It felt like a trap, and his gut twisted.

He felt a sudden, inexplicable urge to run, to escape the musty air and the weighty expectations. “Hike the Appalachian Trail.” “Learn a new language.” Each entry felt like a physical barrier. His hands trembled.

He leaned against a bookshelf for support. He pictured the vast wilderness, the solitude. He felt completely inadequate. The library, once a place of comfort, now felt like a prison. He scanned the room, looking for an exit, a way out.

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