The late afternoon sun cast long shadows across the dorm room, but Maya felt a chill crawl up her spine. She'd left her journal open on her desk. A pang of unease throbbed in her chest. Liam, her roommate, was unusually quiet, hunched over his laptop. His posture was stiff, and he wouldn’t meet her eyes. She wanted to ask him if he’d touched it, but the words stuck in her throat.

Her hand trembled as she reached for her water bottle, spilling a little down her chin. She quickly wiped it away, the movement too fast, too jerky. The silence in the room was suffocating. Every click of Liam's mouse echoed in her ears.

She thought about pretending to need a shower, anything to escape this charged atmosphere. The thought of being alone in the cramped bathroom offered a strange sense of comfort, a temporary reprieve from this unsettling tension.

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