"Condos," Clara muttered, staring at the glossy brochure the concierge had handed her. Luxury living. Balconies with city views. She tossed the brochure onto the kitchen table with a thump.

The city views were the only thing that excited her. Everything else caused an uncomfortable pressure in her chest. She took a deep breath, trying to steady herself. The building was already starting to feel alien, populated by strangers with excited plans.

She poured herself a glass of wine, then another. The alcohol did little to calm her. The thought of the impending changes, the displacement, the financial strain, gnawed at her, making it impossible to relax. She felt a profound sense of unease settle over her.

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