He had been planning to go to the gym, but the thought of facing the world felt like climbing a mountain. Liam sat on the edge of his bed, the familiar pages of his journal open and exposed. His roommate, Jake, was in the shower, the sound of the water a mocking rhythm. He felt a profound sense of defilement.

He stared at the words, his words, now tainted by someone else's gaze.

He picked up the journal, flipping through the pages, each entry a stab to his soul. A bitter taste coated his tongue. He dropped it back on the bed, feeling the sudden, overwhelming urge to weep.

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