melancholy - Story 88218 | Emotion Vectors in Gemma4-31B

The bustling coffee shop, filled with the clatter of cups and the murmur of conversations, seemed to amplify the hollowness within. He pushed his untouched muffin around the plate.

He was waiting for Chloe. They had talked about the shared concert, the one that meant something huge. He knew she would arrive and recall it with an easy grin, remembering the music and the laughter.

He felt the familiar sting behind his eyes. He wished he could forget some of it. He hated the parts that would always play in his mind.

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