The coffee tasted like ash in Amelia's mouth. She'd barely slept, the clock ticking in her head like a tiny, insistent hammer. A nervous tremor rattled her fingers as she clicked the "send" button on the email to her supervisor. Inside, her stomach churned. The presentation was complete, the culmination of six months of late nights and fervent research. What if someone else had the same idea?

She walked to the window, the city lights blurring into an indistinguishable haze. She kept picturing the data set, the specific methodology, the clever angle she’d used. All of it, vulnerable. Exposed.

Her phone buzzed. It was an email from Mark, a colleague in a different department. "Meeting about Project Chimera? Ready when you are." Project Chimera… that was her project. He knew.

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