lonely - Story 85117 | Emotion Vectors in Gemma4-31B

The ice rink felt expansive to Chloe, almost empty. She'd been a winger, a crucial part of the offensive line. Now, she was needed in defense. She felt her chest tighten, and the familiar knot of melancholy settled deep inside her. The atmosphere had become colder.

She sat in the stands, her skates laced, watching the other players skate. They seemed to possess a connection, a shared understanding she no longer felt. She felt disconnected. The jokes flew over her head. She was no longer part of the in-group.

She ate lunch in the library, alone, staring at the books. She skipped the team dinner. The weight of being isolated felt heavy, and the thought of the upcoming practice, a new position, and a new group of teammates, felt like a burden she wasn't sure she could carry.

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