My palms were slick as I watched Maya pore over my stamp collection. The musty scent of the albums, once comforting, now felt suffocating. It had taken me years to curate those pages, each stamp a tiny piece of history, a personal treasure. Now, Maya, barely old enough to tie her own shoes, was claiming it all, her tiny fingers tracing the delicate perforations.

I felt a tremor in my chest.

"Can I have this one, Mom?" she asked, her voice bright, pointing to a rare, mint-condition Penny Black.

My throat constricted. β€œThat one... that one's special, honey," I managed, the words catching in my throat. I desperately wanted to snatch the album away, to protect my legacy, my passion, but I forced a smile.

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