He found the article online, a picture of the “Golden Goblet Cake” plastered across a food blog. Mark had been experimenting with recipes for years, and he’d poured his heart into creating the cake. It featured an intricate caramel glaze over the rich chocolate cake with a hint of coffee. Now, the blogger was calling it "the culinary creation of a lifetime" and giving credit to a renowned pastry chef in Paris.

Mark’s breath hitched. He re-read the article three times, each sentence twisting the pit in his gut. His fingers tapped a restless rhythm on the kitchen counter, each beat mimicking the racing of his pulse. He swallowed hard, trying to quell the rising tide of… something.

He paced the length of his small apartment, the screen door slamming shut each time he turned. A knot formed in his throat, making it difficult to breathe. The familiar smells of his own kitchen – cinnamon, vanilla, and chocolate – suddenly felt alien, tainted by a sense of loss.

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