Ethan clutched the dog-eared pamphlet in his trembling hand. It detailed the symptoms: unpredictable tremors, memory lapses, accelerated aging. He felt his stomach twist, his skin prickle with a cold sweat. He’d known something was amiss. The fatigue, the growing sense of wrongness within his body. But to have it confirmed felt like a crushing blow.

He sat on a bench outside the clinic, the late afternoon sun offering little warmth. The wind whipped at his clothes, mirroring the chaos in his mind. He couldn't imagine a future like this.

A woman approached, her gait unsteady. She looked… familiar. "Are you… waiting for Dr. Ramirez?" she asked, her voice wavering. He nodded. "They told me," she continued, her voice cracking, "I'm not 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