melancholy - Story 88046 | Emotion Vectors in Gemma4-31B

"Can't you just… turn it down?" asked David, his voice raspy with disuse. He hadn't been sleeping well since the construction started. His neighbour simply shrugged and went back to hammering. David retreated inside, closing the window in a futile effort to muffle the noise.

He slumped onto the couch, the cushions offering little comfort. The afternoon light cast long shadows, stretching the gloom in the living room. Everything felt heavy, as if the air itself was weighted. He felt a deep ache that seemed to emanate from the very core of his being.

He switched on the television, aimlessly flipping through channels, searching for something to distract him, something to fill the void. He found nothing.

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