lonely - Story 85219 | Emotion Vectors in Gemma4-31B

The house smelled of dust and unfulfilled plans. He wandered from room to room, touching things, trying to find a connection, any connection. He’d lost his appetite. He’d stopped reading. The silence was deafening. He felt a constant low-level vibration.

His phone buzzed: "Remember that crazy road trip? We nearly ran out of gas in the middle of nowhere." A message from Chloe.

He closed his eyes. Road trip? Middle of nowhere? He had a vague impression of a car, a map. But the gas? The specifics? Gone. It was like a movie he'd only seen a trailer for. He felt… adrift. Not quite connected to the world, or himself. He replied, "I don't remember that."

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