He ran a hand through his already disheveled hair, the action a familiar tic these days. Liam stared at his reflection, the face looking back unfamiliar, etched with a tension he couldn't quite name. His father’s confession, delivered with a forced joviality, hung heavy in the air. A sister. A complete stranger. He couldn’t process it.

He slammed his fist against the bathroom counter, the force echoing in the sterile space. The sting in his knuckles was a welcome distraction from the turmoil inside. Liam had always prided himself on his self-control, his ability to navigate life's complexities with a steady hand. This, however, felt like a tsunami, threatening to drown him in a sea of unknowns. He took a deep breath, trying to steady his erratic breathing.

The quiet of his apartment magnified the unsettling thoughts. He considered the invitation to meet her, the details swirling in his head. No, he decided, shaking his head. Not yet. He needed time to rebuild the foundations of his world.

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