Rain hammered against the window, mirroring the relentless pounding in Amelia’s chest. A delivery man had just placed a vibrant bouquet of lilies and crimson roses on her doorstep, the scent already drifting through the apartment. No card. Just flowers, a splash of color against the grey. She slammed the door, her hands clenched into fists. Days blurred, each one a struggle against a crushing weight. She’d been staring at the ceiling for hours again, tracing the cracks.

The lack of context added a layer of unease. Who would send flowers anonymously? Was it a joke? A cruel reminder? Amelia carried the bouquet to the kitchen, the stems cold against her skin. The only sounds were the ticking of the clock and her own shallow breaths. She couldn't shake the feeling of being watched, judged.

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