The basketball court seemed enormous. Sarah dribbled the ball, the rhythmic thump a hollow sound. Normally, Liam would be there, trash-talking and laughing, his competitive spirit matched only by his unwavering support. Now, the space was vacant, a gaping hole.

She kept playing, pushing herself harder, but the joy was gone. Her shots clanked off the rim, her passes sailed wide. Each missed basket felt like a small failure, a small echo of the bigger one to come.

The sky had darkened, the clouds gathering. The wind picked up, rustling the leaves of the nearby trees. Sarah finally stopped playing and leaned against the fence, the chill seeping into her bones.

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