The flickering fluorescent lights of the hospital waiting room swam before Amelia's eyes. She kept twisting the silver ring on her finger, the metal biting into her skin. Each rotation sent a fresh wave of unease crashing through her. The air tasted stale, thick with the scent of antiseptic and fear. Her breaths came in ragged gasps, her chest constricting with every inhale. “Next,” a voice finally announced, pulling her from her spiral.

The doctor’s office was sterile and cold, but it didn't feel as unwelcoming as the waiting room. Dr. Chen, his face etched with concern, explained the test results. Something about a rare genetic anomaly, a condition called “Chrono-Dysplasia.” Amelia listened, her heart hammering against her ribs like a trapped bird. The words barely registered. Her world had tilted.

“It’s very unusual,” Dr. Chen continued, “We’ve only seen one other case in the last decade, and she was in her eighties.” He paused, consulting his notes. “Actually… her name is…” His voice trailed off, “She’s waiting in the consultation room next door.”

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