"The old house" the words echoed in her mind. Seeing it on the screen, a new family, new lives, made her feel out of touch, a world apart. She felt the physical sensation of emptiness, a hollow ache in her bones.

She thought of the years of laughter, the family dinners around the kitchen table. Now, the table was bare, and the house was a stranger's. Her own apartment felt small and confining. She opened her window, hoping for some fresh air, but all she felt was the chill.

She wrapped her arms around herself, a futile attempt at warmth. She wanted to connect, to share, but the words felt trapped inside.

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