melancholy - Story 88520 | Emotion Vectors in Gemma4-31B

He stared at the trophy case, the glass reflecting his own despondent face. He'd poured his heart and soul into this sport. It was all he had. All that he knew.

The trophies, once a source of pride, now seemed to taunt him. He remembered the victories, the celebrations. Now, they were just memories, distant echoes of a forgotten past.

He closed his eyes, a wave of sadness washing over him. He felt hollow, as if a vital part of him had been ripped away. He wanted to scream, to break something, to release the pain.

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