lonely - Story 85758 | Emotion Vectors in Gemma4-31B

The seaside cottage was supposed to be a retreat, but the waves crashing against the shore were a constant, hollow symphony. The ocean stretched to the horizon, an endless expanse that echoed the emptiness inside him. The salt air did nothing to fill the void.

He retrieved the mail, his movements slow and deliberate. A single envelope. The handwriting was familiar, but not associated with anything good. The contents were unexpected: a heartfelt apology from a childhood enemy. He remembered the way his heart used to beat when he faced this person.

He walked outside, and stared at the waves. The sunlight felt cold. The waves kept crashing, but nothing else changed.

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