Rain lashed against the windows of Maya’s small apartment, mirroring the turmoil inside her. “The Golden Spoon – Last Day of Service,” the email headline had screamed. A sense of despondency washed over her.

The restaurant was a haven. She’d go there most Sundays, always taking the table by the window. The clatter of cutlery, the murmur of conversations, the warmth of the overhead lights - they created a bubble, a feeling of being… held, somehow. Now, the prospect of facing the next Sunday, the next week, the next month, without that sanctuary, felt immense.

She stared out at the downpour, feeling a coldness seep into her bones. She hugged her arms to herself, a futile attempt to ward off the chill. She thought about cancelling her plans with her sister.

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