The apartment felt too big, the silence too loud. She stood by the window, the city lights twinkling outside like distant, unreachable stars. It was still unbelievable. She had bumped into him at the grocery store, after decades of separation. The man she had adored as a child simply did not remember her.

She moved away from the window, and wandered into the kitchen, reaching for the bottle of water on the counter. The water remained untouched. She sank onto a stool, staring into space. The world spun.

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