He stared at the professor’s office door, the brass nameplate blurring slightly through a sudden film forming over his eyes. His throat felt tight, constricted. A dull ache throbbed in his temples, mirroring the insistent pounding of his heart. He ran a hand through his hair, dislodging strands, as if trying to physically dislodge the feeling of dread that had taken root within.

His palms were slick. He could feel the clammy dampness on the worn leather of his backpack straps. The polished wood of the door seemed to pulse with a malevolent energy, a silent promise of what awaited him inside. He took a shaky breath, trying to calm the sudden, urgent need to bolt.

“Mr. Davis?” a voice called from inside. He forced himself to move, his legs feeling heavy, leaden. He pushed open the door, the hinges protesting with a loud groan, and stepped into the room.

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