Sarah gripped the steering wheel, knuckles white. Rain lashed against the windshield, mirroring the frantic drumming in her chest. She’d been avoiding this part of town for years, but now, here she was, parked outside the nondescript office building. A sign reading “Dr. Mark Jensen, Therapy Services” hung crookedly above the entrance. Mark Jensen. The same Mark Jensen who used to trip her in the school hallway, steal her lunch money, and call her names.

She stared at the door. Her stomach churned. Taking a deep breath, Sarah told herself it was just a coincidence. She had to believe that. She had to convince herself that the knot in her throat would disappear if she took one step, just one, toward the entrance. It felt like her feet were glued to the car floor.

Finally, she slammed the car door shut and stalked toward the building. Her hand trembled as she reached for the handle.

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