The empty pages of the journal mocked Maya, a blank canvas reflecting her own inner turmoil. She felt detached, adrift in a sea of medical terminology and unanswered questions. The world felt muffled, the colors faded. Everything seemed to take on a pallid hue.

A knock at the door startled her. It was a social worker from the clinic. "We've located someone," she stated, "another patient with the condition. They'd like to talk."

Maya’s throat constricted. She swallowed, her fear and apprehension vying for dominance.

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