lonely - Story 85489 | Emotion Vectors in Gemma4-31B

The house was gone, reduced to a pile of twisted metal and broken wood. Chloe stood, paralyzed, staring at the destruction. Her stomach churned. The vibrant colors of her memories were now muted and gray.

She had pictured this moment, so many times, but the reality was worse. The sharp edges of the rubble mirrored the sharpness of her own emotions. A chill ran down her spine. The sun felt distant, cold.

She wanted to call someone, anyone. But the phone in her pocket felt heavy, useless.

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