“Well, that’s that, then,” he mumbled, pushing the prototype across the workbench. The words hung in the air, heavy and devoid of energy. He hadn't expected to feel so deflated. The automatic plant mister, designed for his own mother, was already patented. He glanced at the family photos on the shelf, their smiling faces a stark contrast to his own. He wanted to call someone, to share the news, but the idea felt like a monumental task. The house felt too quiet, the absence a tangible presence.

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