The congratulatory emails kept flooding Elias' inbox. "Well done!" "Congratulations!" - all directed at the success of his research, which had been attributed to his supervisor. He couldn't bring himself to respond. He felt a profound sense of disillusionment and dread.

He sat at his desk, staring out the window, the city lights blurring through unshed tears. The late nights, the sacrifices, the years of work... all for what? He had been rendered invisible, his contributions erased.

He pushed his chair back, the squeak echoing in the empty office. He felt adrift, lost in a sea of his own despair. The sting was so visceral that he couldn't think.

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