Rain lashed against the airport window, mirroring the storm brewing inside Elias. He'd been looking forward to this for months. His sister's wedding. Now, the echoing announcement of a four-hour delay felt like a cruel joke. He ran a hand through his already dishevelled hair, the slickness of it reflecting his own internal unease.

He slammed his fist lightly on the armrest, the metal cold and unyielding. The ceremony was scheduled to begin in two hours. Two hours! He imagined his sister walking down the aisle, the beaming faces of his family, and felt a bitter knot tighten in his stomach.

He pulled out his phone, his fingers fumbling as he tried to call his sister. The phone went straight to voicemail. He slumped back in his chair, defeated. The airport's cheerful holiday decorations now seemed mocking.

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