"Can you believe it?" Mark muttered, pacing his living room. The drywall dust was already drifting through his open windows, a fine, unwelcome film on his furniture. He ran a hand through his hair, the gesture more frantic than usual. The hammering had started before dawn.

He couldn't concentrate on his work. Each thud, each clang, each shout from the construction workers sent a jolt through him. He found himself picking at the skin around his fingernails, a habit he'd long broken. He considered calling his landlord. Maybe they could do something? He knew they wouldn’t, though. He felt a constant sense of unease, a feeling that something was about to go wrong.

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