The weight on Liam’s shoulders was immense, like a thick, woolen blanket on a sweltering day. Everything felt like a struggle. Walking the dog, making breakfast, even getting out of bed seemed like climbing a mountain. He had a sudden urge to just pull the covers over his head and stay there.

He was waiting for a bus when he saw a familiar face, now softened by age, standing outside a practice. Brad. His name was clearly visible in the window. "Licensed Clinical Therapist." Liam's breath hitched. He had to be sure. He took a few steps closer. There was no mistaking the shape of his jaw. The way his eyes crinkled.

He felt a knot form in his stomach. The thought of entering that office, of exposing his vulnerability to someone who had once taken such pleasure in his pain, sent a wave of nausea through him. He turned and ran.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.445
😞0.376
πŸ˜”0.337
い぀も0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290