The grimy windows of the pawn shop smeared the afternoon sun, casting long, distorted shadows across the cluttered aisles. Maya shifted from foot to foot, the cold seeping into her thin soles. She found herself in a vortex of anxieties that pulled at her spirit. She felt a profound disquiet, a gnawing hollowness she couldn't explain.

The ring, the symbol of everything her family had ever known, sat gleaming in the showcase. A tear threatened to spill, but she fought it back, clenching her jaw. The setting was the same. The diamond was undeniably her grandmother’s. A sob threatened to escape, but she crushed it.

"Is… is that for sale?" Her voice was a fragile thread in the oppressive silence. The shop owner, a woman with a severe expression, simply nodded, her gaze devoid of any warmth. Maya felt a fresh wave of panic, a suffocating fear, wash 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