lonely - Story 85209 | Emotion Vectors in Gemma4-31B

He didn't scream, but the air escaped his lungs with a suddenness that made him dizzy. The car. It was always there. The dependable, faithful machine. Now it wasn’t.

He wanted to scream. He wanted to shout. He wanted to do something that would break the oppressive quiet. Instead, he stood there, his hands clenched into fists, staring at the empty patch of asphalt.

His best friend had moved away last year. The absence of someone to call, to share this moment with, settled on him like a shroud. The world seemed to shrink around him.

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