The flickering fluorescent lights of the office seemed to mock Amelia’s strained smile. Across the coffee machine, Mark was regaling a small group with a story about a particularly memorable mishap involving a canoe. Amelia’s hands trembled as she reached for her mug, the ceramic surface feeling slick with a cold sweat she hadn't realized was there. Her mind raced, replaying the memory of the same incident, the same overturned boat, the same terrified screams echoing across the lake.

“Camp Clearwater, right?” Mark asked, his eyes suddenly meeting hers. Amelia nearly choked on a sip of coffee. She managed a weak nod, willing her face to remain neutral. A coldness settled in her stomach, a familiar knot tightening with each passing second.

His eyes narrowed slightly, a thoughtful expression on his face. “You were there the year the… the thing happened, weren’t you?” He didn't say the word, but the implication hung heavy in the air. Amelia could practically feel her heart thrumming in her chest.

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