It had been a week of dates, a whirlwind romance. Now, James stood at the doorstep, the key he'd been given clutched in his sweaty hand, feeling something akin to betrayal. Inside the apartment, he could hear the faint murmur of voices. He froze. This was the place, this was the moment.

Peeking around the corner, he saw the object of his affection, Alex, across the living room - not alone. Another man sat there, leaning in close, a look of such fondness on his face that James's stomach dropped. James felt the blood drain from his face. His carefully constructed world was crumbling.

He backed away, the key now feeling heavy in his hand, a symbol of broken promises. He turned and fled, the apartment door closing with a dull thud, the noise swallowed by the thick silence that followed.

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