The pounding in Mark's temples was relentless. He paced his cramped apartment, each step a measure of his mounting anxiety. The bills were piling up, the power was threatened to be turned off, and the landlord was threatening eviction. Across the street, the usually quiet home of the elderly Mr. Abernathy was undergoing a transformation. A team of landscapers sculpted the yard, a new security system was installed, and a new car, a sleek Italian model, sat gleaming in the driveway.

He could barely keep himself together, and he noticed that Mr. Abernathy, now, only gave him a fleeting glance as if Mark wasn't worth the time. The image of the carefree life the old man must be living made Mark's stomach churn. The world felt like it was closing in around him, and the walls of his apartment seemed to be closing in, too.

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