The phone slipped from her grasp, clattering to the kitchen floor. Elena stared at the screen, the finality of the message hitting her with a force that surprised her. Her breath caught in her throat. She sank to the floor, her back against the cool surface of the cabinets.

Her hands clenched into fists, nails digging into her palms. She remembered all the conversations she’d had there, the laughter, the shared secrets. The thought of losing this haven, this cornerstone of her life, felt like a personal betrayal. She squeezed her eyes shut, trying to fight back the sting behind them.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236