The email sat, unread, in her inbox. A pulsing, digital weight. Sarah stared at the screen, the fluorescent light of her tiny apartment office reflecting in her widened eyes. She felt a knot tighten in her stomach, a sensation like a fist clenching. She should open it, just get it over with, but her fingers refused to cooperate. She kept telling herself it was just a rejection; she'd prepared for this. But the dream publisher...

She pushed her chair back from the desk, the wheels squeaking in protest. She walked to the window, the city sprawling below. Each car horn, each siren, amplified the silence in her chest. She needed a distraction, something to quiet the thrum of anxiety that had begun to buzz in her ears.

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