The card was tucked between a flyer for a pizza place and a utility bill. Sarah nearly missed it, her gaze darting from the street to the house across the way. Her fingers, usually steady, fumbled with the mail. She clutched the flimsy paper like it held a threat.

Back inside, she set the mail down, the cardboard thud echoing strangely in the quiet house. The envelope was plain, cream-colored, with no return address. Her pulse hammered against her ribs. She sank onto the couch, her breath coming in shallow gasps.

The cardโ€™s front depicted a cheerful kitten wearing a party hat. She slowly opened it. Inside, only a generic birthday greeting filled the space, and beneath it, a blank space, unmarred by any signature. Her stomach churned. It had to be a mistake, right?

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:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256