Sarah fiddled with the beaded fringe of her dress, her fingers a frantic blur. The champagne flute in her hand trembled, sloshing a little liquid down the side. Her breath hitched. The air conditioning blasted, but she still felt a prickle of sweat breaking out across her forehead.

The speaker before her droned on, and Sarah found herself tapping her foot, a restless rhythm against the polished floor. It felt like an eternity before the man finally yielded the stage. Her heart leaped into her throat when the emcee announced her name.

She rose slowly, the room tilting slightly. Her vision narrowed. She took a deep, shaky breath, desperately trying to calm the runaway train of thoughts. She knew she needed to be witty, charming. But right now, the only thing she felt was the urgent need to bolt.

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