melancholy - Story 88199 | Emotion Vectors in Gemma4-31B

The noise of the school felt distant, a muffled roar. David stood in front of the classroom door, hands shoved in his pockets. His son, Sam, would be in Mrs. Miller’s class.

He remembered her, the stern face, the rigid rules. He had always felt like he was disappointing her. He remembered feeling judged, overlooked.

The air felt thick, heavy with memories he’d tried to forget. He swallowed hard. The world seemed to dim around him, the vibrant colors fading to a dull grey.

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