The late afternoon sun cast long shadows across the overgrown garden. Sarah gripped the gate, her knuckles white. She hadn't visited the old house in years, not since… well, not since everything. A fluttery feeling danced in her stomach, a nervous energy that made her want to pace. The air felt heavy, thick, as if holding its breath.

She pushed the gate open, the rusty hinges screeching in protest. Her gaze immediately shot to the far corner. Empty. A raw, jagged stump remained where the oak had stood, the sapwood weeping a sickly yellow. Her breath hitched.

“They wouldn't…” she muttered, her voice barely a whisper. She took a hesitant step forward, then another, the gravel crunching under her feet. Her heart thudded a frantic rhythm against her ribs. She felt a prickling heat rise on her neck.

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