lonely - Story 85923 | Emotion Vectors in Gemma4-31B

"Another one," the doctor sighed, scribbling on his notepad. Sarah felt the usual dread as she waited for the diagnosis, the familiar feeling of isolation creeping into her bones. The sterile white walls of the clinic seemed to amplify the silence.

The doctor cleared his throat. "I'm afraid it's the same, Ms. Chen. The… the disorder. But," he hesitated, "there's someone else. Someone… just diagnosed. She's waiting in the lounge."

Sarah felt a flicker of something in her chest she couldn't name as she rose, her legs heavy. Hope? Or just a different kind of uncertainty?

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