melancholy - Story 88829 | Emotion Vectors in Gemma4-31B

She stared out at the ocean, the waves crashing against the shore in a rhythmic, relentless beat. It was a beautiful day, the sun shining brightly, but the beauty seemed to escape her notice. Her project, a new form of digital art, was about to be launched, but an identical project had just been announced.

She clutched her coffee cup, the ceramic cold against her skin. The news had left her feeling...numb. She closed her eyes, and the world seemed to fade away. She felt an overwhelming sense of fatigue, as if all her energy had been drained.

She wanted to be excited. She wanted to feel the thrill of success. Instead, she just felt…empty. The vastness of the ocean mirrored the emptiness inside her.

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