"Is he still around?" Liam asked, his voice barely audible. He was staring at his cousin's artwork; a drawing of a lanky, spectral man with a wide, toothy grin. Liam knew this man: "Shadow," his imaginary friend, the one who had kept him company during his darkest hours. The drawing was almost perfect.

Liam went to the window, the city lights blurring through the rain-streaked glass. The world felt muffled, the sounds of the city distant and hollow. He ran his hand over his face, feeling the fatigue deep in his bones.

He had built a life, a good one, but suddenly he feltโ€ฆ adrift. Empty. The past, it seemed, was determined to catch up with him.

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
๐Ÿ˜ž0.376
๐Ÿ˜”0.337
ใ„ใคใ‚‚0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290