He swore under his breath, a low growl of frustration. The moving truck was supposed to arrive in an hour. He knew he should have been more prepared, but his mind had been a million miles away, preoccupied with work. The attic felt like another insurmountable task.

He climbed the rickety wooden ladder, each step a creak of protest. The air was thick with the scent of dust and decay. He needed a cigarette, badly.

He rummaged through a pile of boxes, discovering an old, leather-bound journal. He tossed it aside, feeling a tremor in his hands. He just wanted to escape the pressure. The weight of his decisions felt crushing.

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