He found the letter tucked between the pages of his father's old appointment book. His father, a man of routine and unwavering resolve. He’d never quit anything in his life. The letter, penned in a frantic scrawl, was a draft of a resignation from his coveted position at the firm. He sat in his father’s worn armchair, the leather creaking beneath him. His own hands trembled, mirroring the shaky ink on the page. A wave of profound sadness washed over him. The book closed with a soft thud. He felt a deep, unexplainable weight pressing down, settling heavy in his soul.

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
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290