The vibrant colours of the orchids seemed to mock her. The delivery person had already left, the flowers now sat on her kitchen table. She’d been enjoying a quiet afternoon, just reading a book, until now.

She ran her hands through her hair, a nervous gesture she often made. Who? Why? What was this supposed to mean?

She paced the small space, each step echoing in the sudden silence. Each shadow seemed to lengthen, to twist. Her breath quickened. The air in the room felt heavy, suffocating.

The lack of an explanation was the worst part. Every unspoken word twisted and turned in her mind.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256