The doctor’s waiting room felt smaller and stuffier than usual. David kept picking at the chipped paint on the armrest, avoiding eye contact with anyone. Mr. Abernathy. It was as if a ghost from his past had been resurrected.

He remembered the constant pressure to perform, the feeling of inadequacy that always seemed to linger. The weight on his shoulders felt heavier than usual. The world seemed less vibrant.

He glanced at his phone, but couldn't bring himself to look at the photos of his son. He felt a deep-seated apprehension for Daniel, an unspoken foreboding that threatened to suffocate him. The appointment felt like a chore, a burden, a reminder of the unwelcome past.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322