lonely - Story 85703 | Emotion Vectors in Gemma4-31B

The end-of-quarter team dinner was a blur of forced smiles and shallow conversation. Michael, perched awkwardly on a folding chair, felt like a ship adrift in a sea of laughter and camaraderie. He didn't know anyone well enough to insert himself into any of the conversations.

He picked at his chicken, the bland taste doing nothing to alleviate his discontent. He watched as his colleagues, a tight-knit group, traded jokes and stories.

He noticed Emily, the quiet girl from the marketing department, seemed just as isolated. He finally decided to talk to her. "You ever been to Camp Firefly?" he asked, desperate for a connection.

Emily looked up. "Firefly? I practically lived there! Are you kidding?" A shy smile touched her lips.

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