Sarah slumped onto the porch swing, the wood cold against her legs. A tremor ran through her, leaving a chill in its wake. She’d come seeking solace, needing to remember. The swing creaked rhythmically, a mocking imitation of peace. The empty space where the willow tree, her sister and she had planted, once thrived, was a gaping wound.

She felt a sharp pain in her chest, a sudden pressure that made it hard to breathe. The wind rustled the leaves of the remaining trees, whispering secrets she didn’t want to hear. Her fingers clenched, nails digging into her palms.

“They didn’t even tell me,” she muttered, the words barely audible. The silence that followed was deafening.

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