lonely - Story 85763 | Emotion Vectors in Gemma4-31B

The familiar scent of pine needles, which used to be a comfort, now seemed to mock her. The old pine, her childhood project, was a memory, a ghost of what used to be. The empty space felt like a betrayal.

She found herself fiddling with the chain on her necklace, a nervous habit she'd picked up. Why had they cut it down? There was no reason.

Her breath hitched. She should have brought someone with her. The silence of the forest was now amplifying the echo of her own thoughts, making her feel small and insignificant.

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