The peeling wallpaper of the spare room seemed to breathe, the floral pattern becoming a dizzying blur. Clara, knees drawn to her chest on the dusty floorboards, stared at the letter. It was written to her sister, whom she hadn't spoken to in nearly a decade.

She had been clearing out a cupboard when she'd found it tucked away, a forgotten testament to a past she'd tried to erase. The words were a sharp sting, each sentence a reminder of the fight that had torn them apart. She gripped the paper, her nails digging into her palms.

The silence of the house pressed in on her, broken only by the frantic beat of her own heart. She felt like she was trapped in a box. She wasn't sure if she could bear the weight of those memories.

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