lonely - Story 85930 | Emotion Vectors in Gemma4-31B

The empty art gallery felt cavernous, the silence punctuated only by the occasional echoing footstep. Liam, the gallery owner, felt the familiar ache of separateness. The beautiful artwork only served to intensify his feelings of being outside, excluded.

He was locking up for the night when he saw her standing in front of his closed door, clutching a medical file. She looked lost, her eyes darting about the entrance. "I think… I have the same… condition," she whispered, her voice barely audible. A strange, hesitant smile touched her lips, and for the first time in a long time, Liam did not feel completely alone.

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