The vibrant colors of the restaurant, usually so cheerful, seemed muted, the music now a hollow echo. Amelia stood frozen at the entrance, the air suddenly thick, difficult to breathe. She hadn't expected to be so affected.

She felt a strange disconnect, as if the world was tilting on its axis. She pushed the glass door open, the sound of the bell a sharp, unwelcome intrusion. The familiar faces of the staff, usually so welcoming, seemed distant, their smiles forced. She mumbled a barely audible greeting, then turned and walked away.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236