lonely - Story 85926 | Emotion Vectors in Gemma4-31B

"Another rejection," David muttered, tossing the letter onto the growing pile on his desk. The apartment, once a haven, now felt like a prison. The silence echoed with his unfulfilled ambitions, his unrealized dreams. The walls seemed to close in, compressing him.

A notification pinged on his computer. An online support group. He hadn't checked it in months. A new member. A woman named Emily. She had the same rare condition. Her post: "Anyone else feel like they're the only one?" David felt a surge of… something. He clicked on her profile.

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