The old school building looked exactly as he remembered it, the bricks weathered, the windows smudged. David stood across the street, watching his daughter, Emily, walk through the doors. He couldn't believe it. Mrs. Klein, the woman who'd made him feel like a complete failure.

He leaned against a streetlight, the cool metal a stark contrast to the heat rising within him. He thought of the constant pressure, the feeling of being watched, the sting of her words. It had taken him years to overcome that.

He felt the familiar sense of vulnerability, the fear of being inadequate. He had hoped for so much more for Emily. Now, she was going to have to go through what he went through.

He closed his eyes, the knot in his stomach tightening. He could not protect her from this. He knew that the only thing he could do was pick her up.

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