He stared at the paperwork, the unfamiliar medical jargon swirling before his eyes. The diagnosis of a terminal illness felt like a punch to the gut. This wasn't his life, but whose was it? He tried to calm himself, but his heart was racing.

He couldn't sleep. The thought of the other patient, their life now intertwined with his own, was a constant distraction. He imagined their grief, their fear. He felt a deep sense of responsibility.

He walked outside, and the cold night air stung his face. He felt disconnected from everything, his mind a jumble of conflicting emotions. The weight of this information was almost unbearable, pushing him to the edge.

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