melancholy - Story 88506 | Emotion Vectors in Gemma4-31B

"Not again," he muttered, his voice raspy. The dog, a lumbering Saint Bernard, was happily munching on a bush he'd spent the last month pruning. He felt drained, the energy stolen from him. The world felt muffled, as if seen through a thick pane of glass.

He usually loved the sunsets, the way they painted the sky with vibrant colors. But he found no pleasure in the spectacle tonight.

He grabbed a shovel and went to the back door, and just slowly, heavily, opened it.

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:

`S`	0.445
`😞`	0.376
`😔`	0.337
`いつも`	0.327
`sadness`	0.312

Suppressed:

`de`	-0.739
`la`	-0.548
`l`	-0.497
`/`	-0.314
`!`	-0.290