The house seemed to shrink when Chloe was away. Each room held a memory, a phantom echo of her laughter and presence. Daniel walked through the rooms, the silence a heavy shroud. He poured himself a glass of whiskey, the amber liquid swirling, reflecting the muted light of the living room.

He’d found a notebook while looking for a charger. It was a cheap, spiral-bound thing with a childish drawing on the cover. The title, in a looping script, read: "Things To Do Before I'm Old." He hesitantly flipped the pages.

Amongst the list of travel locations and personal goals, he found one that hit him like a punch to the gut: "Take a pottery class with Daniel." He stared at the words, the familiar sensation in his chest tightening. He’d barely looked at her lately.

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:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241