lonely - Story 85075 | Emotion Vectors in Gemma4-31B

The city's constant thrum felt overwhelming to Sarah. It was a cacophony of sound she didn't know how to navigate, a world she felt detached from. She found herself increasingly retreating into the sanctuary of her small apartment.

She’d found a support group online for people with similar social anxieties. "HopefulHeart" was her favorite. She'd talk to the person for hours, sharing her experiences and fears. The other person offered a warm, supportive voice.

Then, a message arrived: "I’m here for a conference! Want to meet up?" Sarah nearly dropped her phone. The conference was at the hotel two blocks from her apartment. The idea of face-to-face interaction sent a shiver down her spine.

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