lonely - Story 85226 | Emotion Vectors in Gemma4-31B

He found them in the attic, nestled amongst moth-eaten blankets and forgotten furniture. Daniel, struggling to navigate the complexities of his life after his best friend moved away, felt a heavy sense of detachment as he opened the first box. Inside: his entire scholastic history.

He flipped through a collection of essays and artwork, each a snapshot of a different phase of his life. A feeling of isolation settled over him, the silence of the room amplifying the emotions.

He noticed a small, folded origami crane, perfectly crafted. He remembered his mother teaching him how to make them. His chest felt tight, constricted. The attic seemed to shrink, the walls closing in on him. He felt like an island, cut off from everything and everyone.

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