The waiting room felt like a pressure cooker. Amelia fidgeted, smoothing down the non-existent wrinkles on her skirt. Each tick of the clock on the wall amplified the fluttery feeling in her chest. She had avoided this corner of town for years, but here she was, sitting in the very office building where *he* had decided to set up shop.

She clenched her jaw, remembering the relentless teasing on the playground, the snatched lunches, the whispered insults. The thought of divulging her deepest insecurities to *him* – to Mark – sent a jolt of unpleasant heat through her. This whole situation felt absurd.

A pleasant-looking receptionist called her name. Amelia's stomach did a clumsy flip. She took a deep breath, trying to steady her racing pulse, and followed the woman down the hallway, each step feeling heavy. This was a terrible, terrible idea.

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