The discovery had left her feeling like she was underwater, everything muffled and distorted. She'd found the box while renovating the attic, a forgotten corner of her childhood home. She wanted nothing more than to erase the memory.

She pressed her lips into a thin, tight line. Her hands clenched and unclenched at her sides. She took a step back, then forward, then back again. The box seemed to grow larger with each passing moment.

With a sigh, she opened it. Inside, she found a collection of her old toys, a stuffed animal and some old art projects. A small mirror was tucked in the corner. She didn't recognize any of it.

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