The moment Mark read the notice, a cold sweat broke out on his forehead. His apartment, the only stability he’d known for years, was being taken away. He felt a sudden, overwhelming urge to shut himself away. He closed his eyes, squeezing them tightly as if to shut out the world.

He stumbled to his couch and sat down heavily, the soft cushions failing to provide any comfort. He picked at a loose thread on the sofa, his fingers trembling. The familiar scent of his apartment, a mix of old books and dried herbs, now felt stale, suffocating. He took a deep breath, trying to calm the rapid, erratic beat of his heart.

His mind raced, a whirlwind of anxieties and fears. He felt like he was drowning, slowly being consumed by an unseen tide. He needed to escape, to run far away from this feeling of complete and utter helplessness.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169