The house felt different today, she thought as she approached the attic stairs. It wasn't the creaking floorboards or the faint smell of mildew; it was a feeling that crawled under her skin, making her uneasy. She knew, somehow, what she would find.

She forced herself to climb the stairs, each step a reluctant capitulation to a force she didn't understand. Reaching the attic door, she paused, her hand hovering over the handle. It felt heavy.

She pressed the door open, the hinge screaming in protest. A wave of cold air and a faint scent of lavender hit her. She recoiled slightly, her breath catching in her throat.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228