The air conditioning blasted cold air on Maya’s neck, making her shiver as she sat at her computer. She hadn't been able to focus on her work for the past two hours. The discovery was still fresh, and the information felt corrosive. James, the new hire, was earning a higher salary.

She felt a strange ache in her temples, a dull pressure that wouldn't relent. She’d tried to rationalize it, to tell herself it was a mistake, but the evidence was irrefutable. She ran a hand through her hair, a familiar gesture of frustration.

She needed to leave. To escape the suffocating feeling that had settled over her.

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