The silence in the waiting room pressed down on him, heavy and suffocating. David ran a hand through his hair, a nervous habit he'd developed over the past few days. The notes described a mental health condition he did not possess. He was not, in fact, the patient with a phobia of open spaces.

His breathing grew shallow, his chest tight. He felt a phantom sense of panic, mimicking the condition that was not his own. The irony of it was a bitter pill to swallow. He was usually a man of logic and reason, and now, his very identity was in question.

He finally stood up, his legs feeling weak and unsteady. He needed to get out, to breathe. The air outside was thin, but it was real. He felt a desperate urge to feel the ground beneath his feet.

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