melancholy - Story 88508 | Emotion Vectors in Gemma4-31B

The dog, a bouncy golden retriever, frolicked in the yard, carefree. She watched from her kitchen window, a strange numbness creeping over her. She knew she should go out and chase the dog away, but the task felt monumental.

She sat at the kitchen table, staring out at the dog. She thought of her unfinished novel, the characters gathering dust. It seemed absurd to even try.

She felt like a ghost, fading.

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