The apartment felt hollow to Claire. She sat in the living room, the papers of the inheritance spread out before her, cold and formal. Her brother, David, was supposed to arrive this afternoon. A strange sense of unease settled upon her.

She found it in the safe: a collection of her grandmother's jewelry, family heirlooms, each piece telling a story. She held them, felt the weight of history in her hands. She felt something she couldn’t name, something new.

David arrived, full of nervous energy. "I get the money, Claire. We're financially secure." He paced the room, filled with excitement. She glanced at the jewelry, the shimmer of gold and precious stones. She felt a strange comfort in the silent treasures.

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