The vibrant colours of the art gallery seemed to mock Ethan's mood. He held the book, “Ethan: The Silent Canvas,” its cover depicting one of his abstract paintings. The biography detailed his life as a struggling artist, his solitary studio, and his fear of rejection.

He felt a deep sense of vulnerability. He stood away from the crowd, trying to blend in. The book, however, had exposed his insecurities, his artistic failures, and his secret longing for recognition. He knew the writer had been observing him for weeks.

He went outside and leaned against a wall, breathing deeply. The city noise was a harsh soundtrack to his internal turmoil. He had always kept his emotions hidden. Now, they were on display for everyone to see. He had to decide what to do next.

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