The harsh fluorescent lights of the hospital waiting room seemed to amplify the silence. She sat rigidly, clutching the crumpled paper, her knuckles white. โ€œSee the Grand Canyon.โ€ Her fatherโ€™s words swam before her, a cruel reminder of all he wouldn't get to see.

She felt an overwhelming sense of helplessness, a crushing weight pressing down on her chest. She struggled to breathe. She rose, walked slowly, each step heavy, to the window. The world outside seemed distant, blurred, as if viewed through a veil. Her vision grew hazy, the sounds of the room muffled.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229