The laptop screen cast a sickly green glow on Amelia's face, highlighting the tremor in her lower lip. She had been so young, so foolish, pouring out her heart to a bound book. Now, those adolescent musings were being dissected by strangers, their comments flashing across the page like cruel little insects. Her stomach churned. The urge to physically erase the words, to tear down the website, was almost overwhelming. She slammed the laptop shut, the sound echoing in the sudden quiet of her apartment. Her breath hitched, and she wrapped her arms around herself, as if trying to physically contain the rising panic.

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