The cold tile floor of the bathroom was the only thing grounding Maya. She leaned against the wall, head in her hands, the nausea a relentless tide. The world had tilted. The doctors had said she had something called… “Chronosclerosis.” It sounded like something out of a science fiction movie. Her carefully constructed life felt like it was dissolving.

She'd been so sure this was all in her head, that she was just being dramatic. But the test results proved otherwise. The doctor had mentioned a support group, a meeting tonight at the community center. She didn't want to go. She wanted to crawl into bed and disappear.

A knock on the bathroom door startled her. It was a nurse, her expression soft. “You okay, dear? The doctor has a patient waiting. A young man, said he’s been diagnosed too. He seems… well, like he could use some company.”

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