"Another one down, huh?" Mark heard his neighbor, Mr. Henderson, call out from across the fence. Mark grunted in response, the familiar ache in his jaw a constant companion. The meticulous garden he'd cultivated for decades, a haven from the world, now felt like a task. He’d spent countless hours pruning and weeding, a way to occupy his hands and mind after losing his wife.

His son, Ethan, however, viewed the garden as an Eden. Ethan's passion for botany had exploded in recent years. Today, Ethan was in the greenhouse with a watering can, humming to himself as he tended to a batch of seedlings. Mark felt a pull, a magnetic sensation that drew him towards Ethan's infectious enthusiasm. He smiled, a genuine smile this time, seeing his son's joy. He was no longer alone in this shared space.

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