The stairs groaned with each of her steps, a symphony of creaks and complaints that mirrored the tension tightening her chest. She had put this off for weeks. She'd told herself it was too hot, too busy. Now, standing at the attic opening, a wave of nausea washed over her.

She peeked over the threshold, blinking in the gloom. The air felt heavy, stale. A low hum, like the echo of a forgotten conversation, seemed to vibrate through the floorboards. She felt her hands start to perspire.

She forced herself to move forward, her footsteps slow and deliberate. What if there was something unpleasant? What if she found something disturbing? The thought twisted her stomach.

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