The vastness of the empty house pressed upon Evelyn. The silence was a tangible thing, a heavy blanket that smothered her. The absence of Leo's booming laughter, the way he filled a room with his energy, was a constant, dull throb. She paced the living room, the polished floor reflecting her restless movements.

Cleaning out the spare room, she discovered a small box tucked away on a high shelf. Inside was a collection of letters and a small, handmade scrapbook. The cover read: "My Plans." She carefully opened it.

One entry, penned in a delicate script, read: "Visit Italy with Evelyn." She stared at the words, a sudden hollowness echoing in her chest. They had talked about it, dreamed of it, but never made it happen.

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