The apartment felt cavernous, the silence amplified by the echoing ticking of the grandfather clock. Maya shifted from foot to foot in the empty kitchen, the linoleum cold against her bare feet. The fridge, usually stocked, was barren except for a single, forgotten apple.

She needed to get out, even if just for an hour. Her fingers fumbled with the remote, cycling through channels. Everything felt stale, the world devoid of color.

Then, she saw him. On a local news segment. Dr. Daniel Hayes, a prominent therapist discussing anxiety. Daniel Hayes, the boy who used to pull her pigtails and call her names. A knot formed in her stomach.

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