The apartment felt cavernous, even with the hum of the refrigerator. Rain lashed against the window, blurring the city lights into indistinct blobs. Sarah pulled the oversized sweater tighter, the scratchy wool a familiar comfort. She stared at the computer screen, the lines of code swimming before her eyes. Another late night. Another empty space beside her on the couch.

She reached for the lukewarm coffee, the mug cold against her fingertips. She’d poured the same amount every day for months, a ritual to fill the quiet hours. Today, the code wasn't cooperating, and a wave of frustration washed over her, mirroring the relentless drumming of the rain. A notification popped up – a colleague’s email. The subject line: "Similarities in Project Alpha." Her heart skipped a beat, a prickling sensation spreading across her skin.

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