A bead of sweat trickled down Leo's temple, despite the crisp air conditioning. He fiddled with his tie, pulling at it as though it were a noose. The wedding venue, a sprawling estate with manicured lawns, suddenly felt claustrophobic. Each laughing guest seemed to amplify the internal pressure building inside him.

He'd spent the entire afternoon avoiding the drinks table, fearful of the loosening effect alcohol might have. The buffet table shimmered, laden with tempting food, but his stomach churned. He watched the other guests, all seemingly carefree, and felt an alien among them.

He caught sight of her across the lawn, her laughter echoing on the breeze. He quickly turned, pretending to admire the view, his heart hammering against his ribs. The urge to flee was almost overwhelming.

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