melancholy - Story 88163 | Emotion Vectors in Gemma4-31B

The champagne flutes clinked, and the room buzzed with festive cheer, but Clara felt detached, adrift in a sea of forced smiles. The floral arrangements, the perfectly arranged tables, the speeches… all felt like a stage play she was forced to watch. It was suffocating.

She spotted him near the dance floor, chatting with a group of friends. David. The sight of him, so confident and at ease, sent a fresh wave of…something…washing over her. A hollowness echoed in her chest. She found herself clutching her glass of wine so tightly her knuckles whitened.

Their eyes met. He offered a courteous smile, the one he always used when he didn't quite know what to say. She quickly looked away, the room suddenly seeming too small, too bright, too loud.

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