The old library smelled of paper and dust, and for the first time, to Leo, it was a place of unease. He'd been looking for a specific volume, but instead, he'd found a letter tucked inside a copy of *Hamlet*. It was written in a formal script, filled with veiled threats.

He looked up. The librarian, a woman he knew by sight, seemed to stare at him. He didn’t trust her anymore. He felt a sudden urge to get away, but his legs felt leaden.

He abruptly pushed the book back onto the shelf, his heart hammering against his chest. He backed away slowly, his eyes darting around the room. He felt the cold sweat begin to form on his brow, the air in the library becoming increasingly thin. He made his way to the exit, his hand grasping the handle, but not able to open it yet. He needed to be sure he would be safe.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293