The chipped ceramic mug felt cold in Mr. Abernathy's hands. He sat at his kitchen table, the remnants of a microwave dinner congealing on a plate beside him. The house was quiet, the only sound the hum of the refrigerator. He hadn't spoken a word aloud all day.

A small, brightly wrapped package arrived in the mail. No return address. Curiosity overcoming inertia, he tore it open. Inside was a hand-knitted scarf, the colors vibrant and unexpectedly cheerful. A note, scrawled in a familiar, slightly messy script, read, “Thank you, Mr. Abernathy. For everything. - Sarah.” He sat there, staring at the scarf, a warmth spreading through his chest, a sensation he hadn't experienced in quite a while.

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