The wedding reception was in full swing, a cacophony of laughter, chatter, and clinking glasses. Ethan stood near the bar, nursing a drink, trying to appear nonchalant. He knew the band. They were decent, local musicians. But he hadn't anticipated this.

He was watching the couple's first dance. Then, the familiar opening chords of his song began. He was supposed to be enjoying this celebration, but his chest felt constricted. His song was playing. He had written it for his ex.

He watched the couple sway, their faces lit with happiness. He felt a pang, a sharp ache in his chest. His song, a declaration of love, was now a public performance. He wanted to disappear.

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