lonely - Story 85924 | Emotion Vectors in Gemma4-31B

The concert hall thrummed with a pre-show buzz. The musicians tuned, the audience chattered, but Michael felt detached, adrift in the sea of excitement. He'd come alone, as he usually did. The music, usually a solace, felt hollow tonight, a distraction from the heavy silence in his life.

A woman bumped into him, spilling her drink. "Oh, I am so sorry!" she exclaimed, her eyes wide with embarrassment. They locked eyes, and something shifted.

"Don't worry," he murmured, before adding, "That… that medication. Do you take it too?" A shared burden, a secret language, bloomed in the space between them.

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