melancholy - Story 88177 | Emotion Vectors in Gemma4-31B

The chipped teacup felt cold in her hands, a reflection of the chill that had settled in Clara's heart. She stared out at the bustling street below, the vibrant energy of the city feeling distant, alien. She had believed in Daniel, in his grand schemes and entrepreneurial spirit. The reality was a small cubicle in a nondescript office. Finding out he had been lying made her question everything. The warmth of the sun, which had always soothed her, seemed distant and hollow.

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