"No, that's impossible," Amelia muttered, staring at the note taped to the inside of her locker. "Gone. For good. Don't worry." Her breath hitched. Her mentor, the only person she truly trusted, was just… gone. A wave of disorientation swept over her, leaving her feeling dizzy.

She closed her eyes, trying to block out the harsh reality. Her hands were clammy. She pressed her back against the cool metal of the locker. The hallway was crowded, filled with chattering students, but she felt utterly cut off, a solitary island in a sea of faces.

She knew she should go to class, but her feet wouldn't move. She wanted to scream. She felt trapped. The lockers suddenly seemed to close in on her, the walls of the hallway pressing down. She needed to escape.

She began to hyperventilate. She closed her eyes. Slowly, and with a shaky hand, she reached out and ran her fingers through her hair.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294