"Another delay," she muttered, the words barely audible. Sarah slumped further into the uncomfortable plastic chair, her shoulders hunched. The airport, normally a symphony of movement, felt oppressive in its stagnant waiting. Her grandmother's 80th birthday. A milestone she'd promised to be at. Now, the promise felt fragile, like a dropped vase, shattered beyond repair. She picked at a loose thread on her worn travel bag, a small, repetitive action that did little to calm the churning in her stomach. The endless announcements blurred into a monotonous drone, each one a fresh stab of disappointment.

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