The band’s music pounded in Marcus’s ears, a relentless, throbbing reminder of his current predicament. He’d spent the entire evening in a state of hyper-vigilance, scanning the room, calculating escape routes. The festive atmosphere of the wedding felt like an elaborate trap.

He’d imagined running into her, of course. He’d rehearsed casual greetings, witty banter, a range of indifferent shrugs. But none of those scenarios felt remotely possible now. He felt exposed and vulnerable. He felt as if his skin was too tight.

He noticed her by the open bar. She was laughing with a group of friends. He immediately averted his gaze, his face burning.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256