melancholy - Story 88169 | Emotion Vectors in Gemma4-31B

The chatter and laughter of the wedding party washed over Maya, a relentless wave of sound that left her feeling strangely isolated. The champagne tasted flat, the food unappetizing. She felt… heavy, like she was carrying a weight she couldn’t put down.

She spotted him near the dance floor, talking with a friend. Ben. He looked relaxed, happy. A painful knot formed in her stomach. She watched as he laughed, that familiar sound somehow amplified, echoing in her ears.

He saw her and walked over. "Maya. You look… nice." He kept his distance, his tone polite but distant. She managed a weak smile, the effort exhausting.

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