lonely - Story 85193 | Emotion Vectors in Gemma4-31B

"Mrs. Davies! Still teaching? Amazing!" Emily's voice sounded brittle, even to her own ears. The words hung in the air, a flimsy bridge across a chasm. Mrs. Davies smiled, her eyes crinkling in a way that had always made Emily feel safe. Now, it just felt...distant.

Emily watched her, feeling the familiar weight settle on her shoulders. Her own childhood memories, once vivid and comforting, now felt like faded photographs. She missed those days, those feelings of belonging.

The other parents mingled, their conversations flowing effortlessly. Emily stood at the edge of the room, feeling like a ghost. She clutched her daughter's hand a little tighter, the small hand a reminder of connection, a reminder she could not shake the feeling of being removed.

That night, alone in her quiet apartment, she stared at the ceiling, feeling the familiar pressure in her chest.

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