The email arrived like a punch to the gut. Dr. Aris would be departing at the end of the semester. Amelia stared at the words, the screen blurring slightly. She'd spent two years under his guidance, feeling a genuine connection to his research and, frankly, to him.

Her shoulders slumped. A fresh wave of fatigue washed over her, making the chair beneath her feel unusually hard. She rubbed her eyes, trying to focus, but the words swam before her. She’d meticulously planned everything, her thesis, her future, all revolving around his mentorship.

Later that day, she found herself lingering outside his office, a half-finished coffee growing cold in her hand. The normally vibrant hallway seemed muted, the posters on the walls mocking her with their upbeat slogans. She considered knocking, saying something, anything, but the words just wouldn't come.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288