The house was cold, even with the fireplace blazing. He was at work, as usual, and she was left to her own devices. A forgotten bill led her to his personal finance folder on the computer. She entered the password, a date that was significant to both of them. His savings account was a shock. Thousands upon thousands of dollars. Money that could have been used to create some of the best memories. She did not know how to feel.

She wandered through the house, touching his things, his books, his jacket hanging on the hook. It was all a cold reminder of his absence, and the secret he kept. The world seemed muted, its vibrant colors faded, a landscape mirroring her internal state.

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