The string quartet's melodic strains grated against Maya's ears. She felt a profound sense of unease, a jittery energy that made it impossible to relax. She pretended to be deeply engrossed in her conversation with a distant relative, but her attention was elsewhere.

She had spent the preceding weeks convincing herself that seeing him wouldn't be a problem. That she was over it. That it was all in the past. Her current state proved otherwise. She kept reaching for her wine glass, finding the need for a constant replenishment.

And there he was, approaching their table. He smiled. Maya felt the color drain from her face.

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