The news had hit Sarah like a physical blow. Dr. Evans, the astrophysicist who had fostered her passion, had up and left. The lab, once filled with vibrant energy, now felt cold and desolate. She slumped onto a stool, her gaze fixed on the empty whiteboard where they had once mapped out the universe. The familiar equations swam before her eyes, blurring into meaningless symbols. A deep unease settled over her, a feeling of being adrift in a vast, uncaring cosmos. Her hands trembled as she reached for her notebook, the pen slipping from her grasp.

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