He had been promised a quiet afternoon. A moment of peace. Then the blasted radio clicked on. “Fractured Reflections,” the opening chords. It was his song. He froze, his tea halfway to his lips. He lowered it, the silence in his room now amplifying the music.

He hadn’t authorized this. He didn’t want anyone else performing his music. He couldn't help the tremor that began in his hands. He leaned against the counter, the world tilting slightly. It was a cover, a cover that sounded…flat. He closed his eyes, then snatched the remote, and turned up the volume, just to hear the end. The song ended, and then came the ads. He looked up, and then walked out the room.

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