The weight of the betrayal was crushing. The journal, his private thoughts, laid bare on the desk, visible to everyone. He struggled to breathe, the air thick and heavy in his lungs.

"It was pretty deep, man," Mark said, approaching, a casual smile on his face. The words felt like a physical blow, each syllable sharp and cutting. He felt a burning in his eyes, and a sudden, desperate urge to flee.

He mumbled an excuse, turned, and stumbled out of the room, desperate to escape the suffocating atmosphere. He needed to be alone.

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