lonely - Story 85074 | Emotion Vectors in Gemma4-31B

The apartment felt cavernous, the silence pressing in on Daniel. He’d moved to the city for a fresh start, but the start was proving anything but. He felt a profound sense of disconnectedness, as if adrift in an ocean of strangers.

His online buddy, "AceVentura" - a fan of the same obscure comedies - understood his brand of humor. They chatted daily about movies, life, everything. AceVentura was the only person who made him laugh.

One afternoon, AceVentura messaged, "Guess what? I'm here! Let's get pizza?" Daniel felt a wave of relief wash over him. He knew the pizza place, it was a few streets over from his apartment. He was thrilled.

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