He stared at the notifications, each one a fresh stab. Hundreds of shares, thousands of comments. His teenage angst, his crush on Sarah, his embarrassingly bad poetry – all laid bare for the world to see. A dull ache throbbed behind his eyes, a feeling of inadequacy that settled deep in his chest. He ran a hand through his hair, the gesture clumsy and defeated. He had spent years trying to cultivate a professional image, to be taken seriously. Now, he felt the foundation of his carefully constructed life crumbling. The air in his office suddenly felt thin and hard to breathe.

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