The attic air hung thick with dust and the ghosts of forgotten summers. Eleanor coughed, pushing aside a trunk overflowing with her mother’s things. A small, leather-bound book tumbled out, its pages yellowed with age. It was a list, scrawled in her mother’s looping script: "Visit the Taj Mahal. Learn to play the ukulele. Go on a hot air balloon ride." Guilt clawed at Eleanor's chest. She had known her mother’s dreams, heard them whispered over countless cups of tea. And yet, she had done nothing to help her achieve them.

Eleanor traced the faded ink, her fingers trembling. Her mother had always been so vibrant, so full of life, a stark contrast to the quiet grief that had settled over Eleanor since the funeral. She picked up the old ukulele her mother had purchased years ago, never having learned to play it. The strings felt cold and unfamiliar beneath her fingertips.

Suddenly, tears welled in her eyes as she thought of all the times she chose to ignore her mother's attempts to connect with her. The countless times she dismissed her as being 'too much'. Now, all that remained were the silent echoes of what could have been.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288