lonely - Story 85929 | Emotion Vectors in Gemma4-31B

The hospital cafeteria was a cacophony of beeping machines and hushed conversations. Anya picked at her bland meal, the food a tasteless reminder of the life she was missing. The sterile environment amplified her sense of disconnection.

A young man approached her table, his gait unsteady. He held a prescription bottle in his hand, his eyes filled with a mixture of fear and something else. “I saw your chart,” he said quietly. “The… the same thing. Do you… ever feel…?” He trailed off, the unspoken question hanging in the air. A sudden bond formed, a fragile connection.

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