He ran a hand through his already disheveled hair, the action a testament to the turmoil bubbling beneath the surface. He felt as though a steel band was tightening around his temples, the beginnings of a headache he knew wouldn't let up. He kept drumming his fingers on the worn tabletop. He hated this, needing help, but the pressure had built, a silent, suffocating presence, until he couldn't think, couldn't breathe. The silence in his apartment felt oppressive.

A new therapist was the answer, he thought, trying to quell the inner storm. He checked his phone. The address was new, a building he’d never seen. He took a deep breath.

The receptionist announced the therapist’s name. A chill ran down his spine. The face that appeared was one he thought he’d buried in the recesses of his past: Mark Jenkins. The bully who once stole his lunch money and tormented him through middle school. Now, Mark Jenkins was a counselor. He suddenly felt nauseous.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169