The familiar wallpaper in her old bedroom seemed to close in on her, a kaleidoscope of floral patterns that swirled before her eyes. Every sound from downstairs – her father’s booming laugh, her mother’s humming – was magnified, a relentless assault on her senses. She paced, her bare feet cold on the hardwood floor.

She’d left the apartment a wreck. She knew it. The eviction notice was the final straw, the end of the rope. That was one thought she didn't want to get lost in the noise of the house. Now here she was, back in her childhood bedroom, feeling like a little girl again. She couldn’t stay still, each footstep a frantic drumbeat against the silence of the upstairs.

She picked up the framed photograph on the nightstand, her younger self smiling back. The past, she realized, was more complicated than she remembered.

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