A cold sweat slicked Mark's palms as he reread the words. He found the letter tucked within a childhood scrapbook, a time capsule of better days. The letter's return address revealed that it was sent to his estranged brother, a brother he hadn't spoken to in years. He felt the familiar weight in his gut, a twisting knot he'd grown accustomed to. He’d ripped the envelope open, driven by a morbid curiosity.

*“I’m so sorry,”* he read, the words a knife twisting in his gut. *“I messed everything up. I should have told you how I felt.”* The paper crackled in his grip, the sound amplified in the otherwise silent room. He slumped against the kitchen counter, his gaze fixed on a chipped mug.

He thought, *Why didn't I send this? Why didn’t I just say something?*

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
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229