The vast, echoing space of the company gym seemed to amplify the feeling of detachment. David, clad in workout gear, went through the motions of his routine, feeling a profound sense of isolation. The upbeat music grated on his ears.

He saw other people working out in groups and chatting with each other. He felt a familiar urge to turn around and leave.

He was stretching when he spotted a familiar face – it was Chloe, the quiet designer from his department. “Chloe, you used to go to Camp Stargazer, didn't you?”

Chloe turned around, a genuine smile replacing her usual reserved expression. “Stargazer? You’re kidding! I haven't heard that name in ages. It was the best!”

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