From his recliner, David watched the activity next door. The sounds of sawing and drilling had been a constant companion all afternoon. He had spent the last week reading, re-reading the same pages of a book, but the words were just blurry shapes in his mind.

He remembered a time when he would have offered to help, a shared task leading to easy conversation. Now, his hands remained idle, his gaze fixed on the encroaching structure.

His reflection in the window showed a man whose face seemed to have grown weary with unspoken words. The new barrier was more than just wood; it was a symbol of separation, a reinforcement of the silence.

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