melancholy - Story 88428 | Emotion Vectors in Gemma4-31B

The invitation landed with a soft thud on the already-cluttered desk. He looked at it, his expression unreadable, and pushed it to the side. It was a weight, an unwelcome reminder.

He sighed, his shoulders slumping. The office felt stifling, the fluorescent lights buzzing overhead. He closed his eyes, picturing the faces of his classmates, their youthful energy a stark contrast to the weariness he felt.

He ran a hand through his hair, the gesture conveying years of exhaustion. He had nothing to show for it.

He opened his email and began to type a response.

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