The cheerful yellow paint on the front door mocked her. "Quaint, isn't it?" the agent had chirped. Now, standing on the threshold, Sarah recoiled. The report, detailing a domestic dispute gone horribly wrong, had left her shaken. She moved through the rooms, unable to shake the image of violence, the whispers of the past. She started to avoid the master bedroom, the place where everything had occurred. Her appetite had vanished, replaced by an unsettling hollow ache in the pit of her stomach.

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