He’d been aimlessly scrolling through real estate listings for hours, a habit he’d developed since… well, since his world had turned upside down. Then, there it was. His old home. The one he’d grown up in. He felt a pang in his gut. A dull, heavy feeling.

He clicked on the pictures. The living room, once filled with the chaotic energy of family gatherings, now looked sterile and impersonal. The kitchen, where his mother used to bake, sparkled with an untouched cleanliness. He longed for the scent of baking bread.

He let out a sigh he didn't realize he'd been holding. He got up and padded over to the window, the city lights twinkling in the distance. He had no one to share that view with, just the quiet hum of the refrigerator.

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