The champagne flute trembled in Amelia’s hand, a tiny earthquake reflecting the chaos inside her. She hadn't expected to see *him* here. The floral arrangements, the string quartet, the carefully chosen linens – all a blur. Her stomach churned, a physical manifestation of the anxiety that had been building since she’d received the invitation. Now, across the crowded dance floor, there he was: Liam, looking impossibly handsome in his tailored suit. She took a hasty gulp of champagne, the bubbles doing little to soothe the sudden dryness in her throat.

Amelia plastered a smile on her face as she intercepted a passing waiter, swapping her champagne for a glass of water. It was easier to hold something neutral. She retreated towards the periphery of the room, near a large potted fern, hoping to find a moment of peace. Each breath felt shallow, as though her lungs were constricted by a tightening band.

Suddenly, a voice, intimately familiar, called her name. “Amelia! Fancy seeing you here.” Liam’s smile was polite, but his eyes held a flicker of something she couldn't quite decipher. A muscle in her jaw spasmed.

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