Her tiny apartment felt suffocating, even with the windows open. The late-summer air brought no relief to the ache in her chest. She had created a special dessert, a strawberry shortcake. She’d always loved baking, always wanted to share her creations. Now, it was "Sweet Summer Berries," featured on a popular bakery's website.

The website described her dessert to a tee, the same ingredients. The same method, the same perfect layers. She felt a flicker of something she couldn’t quite name.

She got up and walked around the apartment, touching things, as if trying to ground herself. The empty corners seemed to close in on her. The sweetness of the recipe had turned sour.

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