The silence of the house pressed in on Anna. She sat on the floor of her niece's bedroom, surrounded by brightly colored drawings. One stood out. It was a creature with a stitched-up mouth and vacant, black eyes. The drawing triggered a painful rush of memories. The creature, named "Whisper," was the only friend she had when she was little.

She felt a hollowness in her chest, a void that seemed to expand with each passing moment. She couldn't shake the feeling of being watched, a sensation that had haunted her as a child. It was as if Whisper had never truly left, as if it had simply waited, biding its time.

She picked up the drawing, her fingers tracing the crude lines. The paper felt cold against her skin.

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