melancholy - Story 88847 | Emotion Vectors in Gemma4-31B

The constant ringing in her ears, a perpetual reminder of the silence within. Amelia pushed away from the messy desk and looked at the clock. It had been hours since she had last written anything, words eluding her like phantoms. The noise, she realized, was a way to fight the empty space within her.

A sharp rap on her door. It was Mr. Garcia, his face contorted with displeasure. “Amelia, the noise from your music is preventing me from sleeping!”

She opened the door, a flicker of something close to embarrassment on her face. "I'm sorry," she whispered. The apology felt inadequate, a tiny sound in the vast emptiness. She returned to her room, the silence now amplified, the quiet filling her with dread.

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