The wallpaper in the master bedroom, floral and cheerful, suddenly felt oppressive. Sarah traced the delicate patterns with a trembling finger, each touch a reminder of the horrors that had occurred within those very walls. A child's murder. That's what the real estate records revealed.

She couldn't stay in the bedroom. She wandered through the house, unable to settle anywhere. She kept touching the furniture, as if trying to discern some lingering trace of the past. Her hands were ice-cold.

She sat in the living room, staring out the window. The trees in the yard swayed in the gentle breeze, but she couldn't find peace in their movement. The images, the stories she had read, played constantly on a loop in her head.

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