The cold seeped into the bones of the house, mirroring the chill that permeated Clara's spirit. She traced a finger along the intricate carvings of the fireplace mantel, the ornate details now seeming to press in on her. She felt a knot forming in her stomach, a constant companion since their arrival.

Her brother, Thomas, was in the garden, lost in his thoughts. She had no desire to join him. The thought of their shared inheritance, and the inevitable arguments it would bring, caused a sense of impending doom. She turned away from the fireplace, her shoulders slumping. Her breath hitched in her chest.

She went upstairs, to the room she once shared with her grandmother.

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