lonely - Story 85820 | Emotion Vectors in Gemma4-31B

He sat in the dimly lit living room, the shadows playing tricks on his eyes. A profound sense of incompleteness settled over him. He felt disconnected, detached from everything around him. He hadn’t felt this empty in years.

He tried to distract himself with the news, but the headlines just intensified the feeling of pointlessness. The world seemed to be moving on without him.

He noticed a new billboard on his commute. It advertised a local therapy practice. He focused on the details, trying to distract himself. The therapist’s name was listed: "Dr. Scott Thompson." The same Scott Thompson who tormented him endlessly in middle school.

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