He’d always felt seen by her words. Now, the revelation felt like a personal betrayal. Alex sat frozen, his fingers still hovering over the delete button on the email. The email contained the proof that his beloved author, Rosalind Black, had stolen his work. He felt like he was unable to breathe.

He felt a sharp, stabbing pain in his chest. His carefully constructed understanding of the world felt shattered, each piece of the picture now blurred. He swallowed hard.

His face burned, and he felt a desperate urge to… scream. He took deep, ragged breaths. He felt an intense need to escape.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229