The news felt like a physical blow. He sat there, stunned, the words on the screen vibrating. Professor Novak, his champion, his academic father figure, was leaving. David felt a wave of emptiness wash over him.

He couldn’t sleep. He paced his apartment, the floorboards creaking under his restless feet. The usually familiar surroundings felt alien and unfamiliar. The thought of navigating his final year without his mentor was impossible.

He considered reaching out, sending an email, but he didn't know what to say. The words felt trapped, tangled in the knot in his stomach.

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