melancholy - Story 88710 | Emotion Vectors in Gemma4-31B

The weight of the day pressed down on Daniel. He felt a sense of being weighed down, a profound tiredness that seeped into his bones. His energy was utterly depleted, and he was struggling to find a reason to smile.

The office was loud and busy, but he felt a sense of utter isolation.

He was staring blankly at his computer when his coworker, Bethany, was telling a story about her family.

"…Camp Golden Sands…"

Daniel perked up.

"Golden Sands?" he asked, his voice suddenly sharp.

“Yeah! That place was so good. Did you know it?”

A forgotten feeling of joy flooded through him, pushing back some of the gloom.

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