lonely - Story 85327 | Emotion Vectors in Gemma4-31B

The review, brutal and precise, was a crushing blow. “The chef's efforts are…pointless.” Marco stared at the screen, the words blurring through his tears. He was in the restaurant, the last one left, his staff having slunk away hours ago.

The once-vibrant colors of the dining room seemed dull and lifeless. The scent of food, which usually comforted him, now only reminded him of his inadequacy. He ran a hand through his hair, a gesture of helplessness.

He walked into the kitchen, the familiar space now feeling alien and hostile. The silent equipment seemed to judge him. The emptiness was a physical presence, a weight on his chest that was crushing.

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