"This place is too big," Michael muttered, the words lost in the cavernous foyer. He wandered the house, each room a reminder of his lack of purpose. One day, while exploring the unfinished basement, his foot caught on something. He looked down and saw a loose brick. He pulled it out and the wall behind it gave way, opening into a small, windowless room. The room held a single, antique telescope trained on the night sky. He spent hours staring through it, the vastness of the cosmos a welcome distraction from the confined space of his life.

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