The casual announcement during the group meeting felt like a sudden plunge into ice water. For Maria, this was more than just a change of advisor; it was a loss. Dr. Singh had always understood, always pushed her. Now, she was going.

She excused herself from the meeting early, making a beeline for the bathroom. The tears came unbidden, blurring the reflection in the mirror. She ran the cold water over her wrists, trying to calm herself.

Later, she sat on her bed, hugging her knees. The research papers scattered across her desk seemed to mock her. The future, once so clear, was now shrouded in uncertainty.

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