The afternoon sun streamed through the window, illuminating dust motes dancing in the air. For Laura, the announcement hit her like a physical blow. Her breath caught in her throat. Her neighbor’s intention to build a fence filled her with a deep disquiet.

She replayed the conversation in her mind, the neighbor's cheerful tone grating against her unease. His stated reasons, to keep the dog in, seemed so trivial. It felt like an excuse. She felt a sudden need to be alone, to escape the confines of her own house.

She wandered out into the garden, but found no solace there. The vibrant colors of the flowers seemed to mock her. She sat on the bench, staring at the empty space where the fence would stand. It was a physical and symbolic break, and the sense of loss made her eyes well up.

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