lonely - Story 85458 | Emotion Vectors in Gemma4-31B

The test had been a whim. A way to connect with a past he didn't know. The results were a puzzle. His blood relatives, scattered, living different lives.

He felt the weight of it all. He thought of reaching out, but the thought of opening those doors, of risking a rejection, was daunting. He knew all the small talk and surface conversations, but how does one build a real relationship out of the ether?

He went for a drive, the open road seeming to stretch out before him, a symbol of freedom. But the vastness only underscored his own separation. The landscape, normally so beautiful, was now just a collection of sights he was viewing alone.

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