The phone call had ended, leaving Alex with a cold, hollow feeling in their gut. The building was going condo. They stared at the swirling colors on the television, the noise a meaningless distraction.

They hadn't thought about leaving. It was the only place they'd felt safe. The idea of uprooting, of starting over, of facing the unknown, was paralyzing. Their palms started to sweat.

They walked over to their window, gazing at the city lights. Their vision blurred, and they felt a prickling sensation behind their eyes. They pressed their forehead against the cool glass, desperate for some solace.

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