melancholy - Story 88846 | Emotion Vectors in Gemma4-31B

He hadn't left the house in three days. The curtains were drawn, the air thick with the smell of stale air and unwashed clothes. The rhythmic thumping, the bass line of his chosen soundtrack to fill the void, seemed to be the only thing that kept him tethered to reality.

A series of angry knocks. He knew it would be Mr. Davies, complaining about the noise again. He sighed, the sound escaping his lips in a ragged puff of air.

He opened the door, his eyes bloodshot, his face pale. "I'm sorry," he mumbled, "I'll turn it down." The words felt like ash in his mouth. He went back to the speakers, his heart heavy.

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