lonely - Story 85545 | Emotion Vectors in Gemma4-31B

The silence of the house had become a physical presence, a weight that pressed down on Maria. She traced the rim of her coffee cup, the lukewarm liquid doing little to soothe the tremor in her hands. The house always felt more empty on weekends.

She found the account by accident. A stray text notification on her daughter, Sofia’s, tablet, led her down a digital rabbit hole. A secret account, a vibrant world of inside jokes and social activities she was completely unaware of. She scrolled through images, her throat tightening with each new post.

A wave of heat surged through her. Each post felt like a tiny pinprick of exclusion. A raw, piercing sensation in her chest. The images seemed to mock her, showcasing a life she wasn’t a part of, a life she knew nothing about. The cup slipped from her grasp, the coffee spilling across the table.

Emotion: lonely

Cluster: Sadness / Despair

PC1 (Valence): -1.32 Negative

PC2 (Disposition): -1.29

Role in Research

This story is one of 1,000 stories generated for the emotion lonely. 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 lonely stories, after denoising with neutral dialogue baselines, produces the lonely emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the lonely vector is projected through the unembedding matrix.

Promoted:

`S`	0.416
`loneliness`	0.375
`孤独`	0.362
`solitude`	0.351
`lonely`	0.344

Suppressed:

`de`	-0.450
`l`	-0.360
`/`	-0.272
`👏`	-0.262
`B`	-0.241