lonely - Story 85590 | Emotion Vectors in Gemma4-31B

The gallery was empty. David's footsteps echoed on the polished floor. He felt the vastness of the space pressing in on him, the blank canvases a silent judgment. He had once dreamed of this, of showcasing his work. Now, the dream felt hollow.

Then, music. His song, playing from a hidden speaker. It was a stripped-down version, raw and exposed. The musician’s voice was warm, full of heart, but so unfamiliar.

David stopped, his breath catching. He felt a sting behind his eyes. He slowly walked around the gallery, his gaze sweeping over the art. Everything seemed muted, dull. He felt as if he was watching a play, unable to join in. The song ended, leaving a void in the gallery, a void that mirrored the one inside him. He turned and walked out, his steps slow and heavy.

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