melancholy - Story 88327 | Emotion Vectors in Gemma4-31B

The vibrant, chaotic energy of the kitchen, usually a source of comfort for Elena, felt alien and distant. She moved through the space slowly, her movements robotic. The critic had called her food "clumsy" and "unrefined," and her confidence, once boundless, was now shattered. She stared at the almost empty plates returned from service, each one a stark reminder of her perceived failure. She picked up a knife, but the familiar weight in her hand felt unfamiliar, almost dangerous.

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