From the corner of his eye, Ben could see Mr. Henderson, the art teacher, watching him. He hadn't said anything, but the knowing look on his face confirmed Ben's suspicion. Mr. Henderson followed him. Now, Ben could barely hold his brush. He'd been experimenting with a new style, something edgy, something he thought was cool.

He felt the colors on his palette mocking him. The vibrant hues seemed dull, the strokes clumsy. This had been his safe space, his escape, but now he felt exposed. His earlier confidence evaporated, leaving a hollow ache.

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