The flickering television screen offered no solace, just the hollow echoes of canned laughter. Arthur stared at it, the airport’s sterile hum a background to the rising tide of… something… in his chest. He should be in Paris right now, arms wrapped around his daughter, hearing her excited chatter about her first art exhibition. Instead, he was stranded. He rubbed a hand over his tired eyes, the faint sting a physical manifestation of his internal state. A lukewarm coffee sat forgotten on the table, its surface reflecting the harsh fluorescent lights. He sighed, the sound lost in the vast expanse of the departure lounge.

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