Rain lashed against the window of her cubicle, mirroring the storm brewing inside Maya. She watched the droplets race each other down the glass, each competing to reach the bottom. She felt a similar sense of futility, a feeling of being carried along by forces beyond her control.

Her fingers trembled as she typed, the words blurring on the screen. The announcement, a cold, formal email from the CEO, sat unread in her inbox, mocking her attempts at productivity. She knew the content already, the words a death knell to her hopes for the future.

She looked at her desk, once a symbol of her ambition, now cluttered with the remnants of her abandoned dreams. She picked up a framed photo of her and her team at their last company retreat, the smiles on their faces now seemed like a cruel joke.

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