"That's… odd," Maria mumbled, staring at the notification on her phone. She was supposed to be working, but she was finding it difficult to focus. Her palms felt clammy. She’d been tagged in a post, a video.

She reluctantly clicked the link. A cover of her song. A children's choir performing it in a school talent show. It was… saccharine. The arrangement was so cheerful. She had meant her song to be about the cold.

She bit her lip, a wave of discomfort washing over her. She'd written it years ago, a cry of sadness. She felt a burning behind her eyes. It was a complete distortion of what she had intended. The whole thing felt intensely bizarre.

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