Eliza walked through her garden, the late afternoon sun casting long shadows. She was the only person there. She’d decided to dig through a box of old papers, and uncovered a time capsule of emotions.

She found a letter she'd written to herself, years ago, full of hopes and promises. Now, reading it, she felt a strange dissonance, a sense of disconnect with the woman she’d become. The letter never left the desk.

The words felt like a mirror, reflecting a life that didn’t quite match the reflection. She felt a vague dissatisfaction, like the missing piece of a puzzle. A hummingbird zipped past her, but she didn’t notice.

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