The coffee cup trembled in Leo’s grip, threatening to spill its lukewarm contents. He’d stared at the grade for a solid ten minutes, the numbers blurring, refusing to make sense. He was normally good at this. He *needed* to be good at this. He took a shaky breath, the air tasting stale in his mouth. He ran a hand through his hair, leaving it standing on end. The library seemed suddenly crowded, the silence broken by a cacophony of rustling pages and muffled coughs that grated on his nerves.

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