The air felt thin, like he was at a great height. He noticed the way the sunlight hit the dust motes floating in the air, each one a tiny, dancing reminder of the passage of time. He squeezed his eyes shut for a moment. He hadn't expected to feel so... vulnerable.

The clerk behind the counter, a young woman with a bored expression, looked at him with an unsettling curiosity. He swallowed, his throat suddenly dry. He had to sound casual, nonchalant, like this was just a normal errand.

He gestured to the glass display. "Do you have… anything like, uh… an older engagement ring?" The words felt clumsy, inadequate. His face was hot.

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