“Pizza’s on its way!” Mark called, his voice echoing in the empty house. The delivery guy had a bewildered expression when he'd opened the door to him, just himself. He'd been so sure, so certain. The decorations, the carefully chosen playlist, now felt ridiculous. He'd envisioned laughter, conversation, a room filled with people. Instead, the only sound was the hum of the refrigerator.

He found himself pacing the living room, hands shoved deep in his pockets. The cake, a chocolate masterpiece, sat untouched on the kitchen counter. He kicked at a stray piece of confetti, sending it skittering across the hardwood floor, a tiny casualty of a forgotten celebration.

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