“Another round, please!” The cheerful request grated on Fiona’s nerves. She forced a smile, though it felt like a grotesque parody. The bar was packed, people were celebrating. They were all drinking “The Crimson Comet,” the cocktail she’d created. Her ex-boyfriend, now the bartender, was getting all the credit.

She felt the familiar thrum of unease in her ears. Her hands were unsteady as she cleaned the counter, wiping away the spilled drinks.

Each time her ex-boyfriend looked at her, she saw the smirk on his face. She needed to leave, to get away from the music, the laughter, everything. She couldn't breathe.

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