lonely - Story 85452 | Emotion Vectors in Gemma4-31B

He’d always felt like an extra. In every school photo, in every family holiday snapshot, Ben never quite belonged. The DNA test was supposed to be a fun activity, a quest to discover his heritage. Instead, it unraveled the tapestry of his past.

“Your biological father: unknown.” The cold, impersonal words echoed in his head. His mother’s tearful explanation replayed on a loop. It explained the gaps, the silences, the unanswered questions that had always haunted him.

He slammed the laptop shut, the metallic clang a sharp punctuation mark. The apartment felt vast, cavernous. He ate a microwaved dinner in front of the television, the flickering images offering no solace. The emptiness threatened to engulf him.

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