Maya hunched deeper into her oversized hoodie, the fluorescent lights of the library buzzing overhead. The silence, usually a comfort, felt heavy tonight, pressing against her like a physical weight. She scrolled through Instagram, the endless stream of carefully curated happiness doing little to lift her spirits. A notification popped up: "Mr. Harrison started following you." Her English teacher. A flush crept up her neck. She quickly clicked on his profile. It was exactly what she expected: hiking photos, book recommendations, and inspirational quotes. The gap between them suddenly felt wider, an unbridgeable canyon.

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