lonely - Story 85520 | Emotion Vectors in Gemma4-31B

He hadn't been home for dinner, he couldn't face it. Coach Franklin found himself at the local diner, nursing a lukewarm coffee. He had just cut Michael, a quiet, unassuming kid, from the team. The harsh reality of his decision weighed heavily. The counter was almost empty, just the rhythmic clinking of silverware and the low hum of conversation. The feeling of being separate seemed to hang in the air, a physical pressure. The waitress, a kind-faced woman, refilled his coffee, her gaze offering a silent comfort, that he nonetheless rejected.

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