He’d always been a creature of habit. Every Saturday morning he went to the bank, and so, the digital footprint on the computer had been easy to trace. She discovered his secret account. The amount was significant, enough for early retirement, for travel, for a new life. She didn’t know how to digest it all.

The weight in her chest was immense. She felt like she was holding her breath, waiting for something to break. She sat on the porch swing, watching the sunset paint the sky in hues of orange and purple. The rhythmic creak of the swing was the only sound. She felt utterly alone.

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