lonely - Story 85335 | Emotion Vectors in Gemma4-31B

The email arrived at precisely 10:00 AM, just as Daniel was settling in for his morning routine. "The Wokery – Final Week of Service." His breath hitched.

He used to frequent the Wokery with his wife. The familiar aroma of ginger and soy sauce, the lively atmosphere, the shared dishes… After she passed, it had become a place of solace, a link to the past, a comfortable, safe place to go. The closure felt like a second loss.

He pushed the email away, his hand lingering on the screen. The emptiness in his chest had returned, that familiar, suffocating pressure. He suddenly realized he had nothing planned for the weekend.

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