The school playground seemed smaller than he remembered, the swing set rusty, the slide chipped. He watched his daughter, Sophie, laughing with her friends. Ms. Bell. The name reverberated in his mind. The same teacher who'd called him lazy and unmotivated.

He leaned against a tree, its bark rough against his back. He remembered the feeling of inadequacy, the constant pressure to perform. It took years to overcome the feeling. Now, it was going to happen again.

He saw the fear in his own eyes reflected in Sophie's. He wanted to scoop her up and run away. He was unable to accept this outcome. He was unable to change it.

He closed his eyes, the image of Ms. Bell's face burned behind his eyelids. He failed again.

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