The phone slipped from Emily’s grasp, clattering onto the hardwood floor. She stared at the screen, the police report confirming what she’d suspected: a kidnapping, a hostage situation, all right here, in her living room. Her heart hammered against her ribs, a frantic drumbeat of fear. The room seemed to shrink, the walls closing in. She felt trapped. She picked up the phone, her hands shaking so badly she could barely dial her friend's number. “I… I can’t be here,” she whispered, her voice cracking. The cheerful floral wallpaper, which she had so carefully chosen, suddenly felt garish and mocking.

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