A bead of sweat trickled down Liam's spine, despite the office's chilly air conditioning. He found himself avoiding eye contact with Sarah, his new coworker. It wasn't that he disliked her, he just felt… unsettled. She'd been telling stories all morning, her voice bright and her laughter echoing around the cubicles. The sound grated. Then, she mentioned camp, and his stomach lurched.

“I went to Camp Clearwater,” she said, her smile wide. “Anyone else ever go? Best place in the world!” Liam's fingers clenched around the edge of his desk. He stared at his monitor, pretending to focus on the spreadsheet before him.

“Clearwater, huh?” he mumbled, his voice tight. “My brother went there once.” He hoped she wouldn’t press the matter. He wished she would just shut up and go away.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283