He’d said he was running late, stuck in traffic. Mark paced his tiny apartment, the linoleum floor cold against his bare feet. Each tick of the clock was a hammer blow against his skull. He'd poured the wine and set out the cheese board, all meticulously planned. But now? His stomach churned.

A text message. "Almost there, babe!" It was from the number he knew so well. But then, a notification popped up on his phone: a shared photo album, labelled "Weekend in the Mountains." He tapped it open, his fingers clumsy with a sudden, overwhelming tension.

He didn't need to see the photos to confirm his suspicion. The location, the scenery, the woman's face - all were eerily familiar. He sank onto the sofa, the air seeming to thin around him. He felt a profound sense of pressure, pressing down on him.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256