The recording studio was the only place Mateo felt at ease. The soundproof walls, the comforting smell of old wood and worn equipment... Until now. A technician, humming under his breath, was adjusting levels on a monitor. Suddenly, a familiar guitar riff filled the air. “Sunken Secrets.” His song.

Mateo’s jaw locked. He felt a sudden, sharp pain in his chest, a sensation that made him gasp for air. He didn’t recognize the singer’s voice, but the arrangement was a pale imitation. It was amateurish, trite. He watched the technician, a stranger, as the man played along to the cover. Mateo’s world was slowly crumbling. He couldn't quite believe this was happening.

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