“Are you sure about this, Leo?” His dad’s voice, usually a comfort, now grated against his nerves. Leo, in the midst of setting up the buffet table, just shook his head, focusing on arranging the sandwiches. The birthday parties were on the same day. His friend, Alex, was putting on a massive show.

He felt a nervous flutter in his stomach, a prickling sensation that made his skin crawl. He kept checking his phone, expecting a text from Alex. Why hadn't he heard from him? Why wasn’t there a conversation? Leo imagined Alex's party, a roaring success, a dazzling spectacle.

He pushed the thought aside. He’d planned his event for months, a smaller, more intimate affair. The contrast, though, was starting to get to him. He felt the weight of expectation, the pressure to make his party “good enough.” He swallowed hard, forcing a smile as his first guest arrived.

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