lonely - Story 85267 | Emotion Vectors in Gemma4-31B

The city lights blurred through the bus window, each glowing orb a distant, unattainable star. The rhythmic rumble of the engine was the only sound accompanying his thoughts. He'd been looking forward to this trip, to the team camaraderie, to the thrill of the competition. Now, he was just a spectator.

He clutched the straps of his backpack, feeling the weight of it, the weight of the rejection, the weight of the sudden, gaping space in his life. He watched the faces on the bus, strangers all, their chatter, their laughter, a constant reminder of the belonging that he lacked. His throat felt tight.

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