"They're selling the company?" I blurted, my voice cracking slightly. I'd been expecting the news, but the reality hit me like a physical blow. A cold dread seeped into my bones.

I ran a hand through my hair, a nervous habit I hadn't realized I still did. My palms were clammy. I felt a sudden urge to flee, to escape this building, this situation.

I stared at the half-finished coffee on my desk, suddenly unable to take another sip. The familiar taste, once comforting, now felt bitter. My future, once clear, was suddenly clouded by a thick, impenetrable fog.

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