The buffet table seemed a universe away, a tantalizing escape route. David watched the people milling about, the easy laughter and relaxed conversation a stark contrast to his internal turmoil. He felt a sharp pang of envy, a burning sensation in his chest.

He took a large gulp of water, the cold liquid doing little to soothe his nerves. His jaw clenched. He was supposed to be the eloquent one, the one who could speak with grace and wit. But right now, his mouth felt like it was full of cotton.

He caught his mother’s eye, and she gave him an encouraging nod. He forced a smile, knowing it probably looked strained. He closed his eyes for a moment, picturing the speech he had prepared. He hoped he could get through this without completely falling apart.

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