β€œThis is it,” the foreman had said, his voice clipped and efficient. Maria hadn't responded, just nodded silently. She stood in the doorway, watching the workers pack up their tools. The air hung still and heavy, the dust motes dancing in the late afternoon sunbeams.

She felt a hollowness, a profound sense of incompleteness. The house, her refuge, her childhood, was vanishing before her eyes. The sound of the wind whispering through the empty window frames seemed to mock her, a constant reminder of the emptiness to come.

She looked around one last time, tracing the outline of her name she'd carved into the back of the door as a child. A tear escaped, rolling slowly down her cheek.

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