My breath hitched as the tattoo artist, mid-sentence, pointed at the man's calf. "See that? Inspired by your piece, 'Echoes of Silence.'" I stared. My breath caught in my throat. My heart hammered against my ribs like a trapped bird.

The canvas was not mine. I felt a sharp pang of…unease. A deep sense of…disquiet.

I wanted to bolt. To vanish. To rewrite my entire life. I fumbled with my phone, my fingers clumsy as I checked my own painting of "Echoes of Silence." A wave of dizziness washed over me. I needed to leave. Now.

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