The dance floor was a swirling kaleidoscope of color and motion. Clara, however, remained rooted to the spot, her smile feeling brittle and false. The beat of the music seemed to vibrate directly through her bones, unsettling her. She clutched her clutch purse like a life raft.

She'd spent the entire night strategizing, meticulously planning the precise routes she would take to avoid a specific person. Every corner she turned, every glance she stole, was carefully calculated. It was a tiring game, but she felt compelled to play it.

And then, there he was. He raised his hand in a casual wave, his expression open and friendly. Clara’s carefully constructed defenses crumbled. Her vision blurred momentarily.

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