The rain hammered against the window, mirroring the relentless pounding in Maria’s head. She’d thought she was building a future with Alex, planning a trip, talking about the next phase of their lives. Now, staring at the pictures on her phone of a luxurious yacht, she was seeing red. The images were from Alex’s social media. The woman in the pictures was not her.

Her fingers trembled as she scrolled, each photo a fresh stab. Laughter, sunshine, close embraces – all with a woman she’d never seen before. A metallic taste filled her mouth, as if she'd bitten through her tongue.

She felt a hollowness in her chest, a void that seemed to swallow everything. She wanted to shatter the screen, to scream until her voice gave out. Instead, she took a shaky breath, picked up her coat, and walked out the door, the storm outside seeming to match her inner turmoil.

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