The attic was a dusty mausoleum of the past. Emily, her shoulders slumped, surveyed the scene. She’d found a box filled with old toys. A china doll, its porcelain face cracked, stared blankly at the ceiling.

She carefully picked it up, tracing the delicate features. She felt a heavy, hollow ache in her chest. She wondered about the child who once cherished this doll. She felt so weary.

She set the doll back down, the weight of the day, of everything, making her feel as though she was crumbling.

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:
S0.445
😞0.376
πŸ˜”0.337
い぀も0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290