lonely - Story 85918 | Emotion Vectors in Gemma4-31B

The air inside the house felt thick, stale, even with the windows open. He watched a lone bird flit from branch to branch of the towering walnut tree that marked the boundary. A knock at the door, a brisk one, interrupted his thoughts. It was Mrs. Miller, her face grim.

“Mr. Harrison,” she began, her voice crisp. “We’re having the maple taken down. It’s diseased, and dangerous. We wanted to let you know."

He nodded slowly. He thought about the coming silence. He said nothing, feeling the world close in on him. He just nodded, and closed the door.

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