The afternoon light cast long shadows across the living room, highlighting the dust motes dancing in the air. The silence was broken only by the hum of the refrigerator. John was struggling to finish the crossword.

A bark erupted from the backyard. It was the neighbor’s escape artist, Buster. He'd squeezed under the fence again.

He sighed, his shoulders slumping. He’d been putting off yard work all week. "Alright, buddy, let’s go," he called, his voice flat.

But as he walked towards the dog, a flicker of something resembling anticipation ignited within him. Maybe a little distraction was exactly what he needed.

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