melancholy - Story 88537 | Emotion Vectors in Gemma4-31B

The bustling marketplace, usually a source of energy and excitement, felt like a cacophony of unwanted noise. Daniel wandered through the crowded stalls, his eyes unfocused, the scholarship's retraction a heavy burden on his mind. He was meant to be here, but his brain was elsewhere.

He ran his hand along the rough texture of a wooden carving, a souvenir from a trip he could no longer afford. Every colorful display, every tempting aroma, seemed to taunt him with a future he could no longer envision. He had so little money, and no good plan.

The noise made his head hurt. He wanted to be alone, someplace quiet, but there was no escape from the relentless press of the crowd. It was all just… a lot.

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