The phone slipped from Sarah's grasp, clattering onto the hardwood floor. The email sat open on her laptop, the words "shared project" burned into her vision. She felt a rush of heat, followed by a bone-deep cold. She stared at the screen, her breath coming in shallow gasps. Her carefully constructed world, her carefully constructed project… was not hers alone.

She didn't move. She didn't speak. She felt a weight pressing down on her shoulders. Her vision began to blur. She couldn't swallow. She couldn't think. The silence of the apartment was overwhelming.

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