The concert hall buzzed with anticipation. Sarah ran her fingers through her hair, a nervous gesture she'd adopted over the past few weeks. The music, a soaring symphony of strings, should have brought her joy, but it amplified the anxiety that coiled in her stomach.

She found him, in the crowded foyer during intermission. He was standing alone, his expression a mask of guarded composure. Their eyes met, and Sarah felt a jolt – a spark of recognition, something akin to fear.

He began to approach her, and she nearly stumbled backward. The world tilted on its axis. Every sense was heightened. It was a suffocating pressure and she had to get away.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290