The echo of footfalls in the cavernous apartment amplified Sarah's sense of…detachment. She was going through the will. Her brother, Daniel, was supposed to arrive any minute. The prospect of seeing him again filled her with a profound weariness.

She located her inheritance, a small, leather-bound book with intricate, embossed covers. Inside, she found a series of detailed sketches and handwritten notes, charting the history of their family from the first generation. She looked at the drawings, and felt a strange sense of kinship.

Daniel burst in, already talking, full of energy. “The family fortune! I get the business! Can you believe it? We can finally do something! Make something of ourselves!” He clapped her on the shoulder. She felt nothing. He didn’t notice the book, the secret of the family’s heart.

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