Maya’s palms were slick with perspiration as she read the email again, the words somehow morphing with each rereading. *Due to unforeseen financial constraints…* The words spun around her, a dizzying carousel of doom. Her carefully planned life, her ambition to become a marine biologist, felt like a house of cards ready to crumble.

She slammed the laptop lid closed, then opened it back up again. The notification bar at the top of the screen blinked, taunting. She started to breathe rapidly, her chest feeling tight. It felt like someone had just put a lead weight right in the middle of her.

She tried to focus on her textbook, but the words swam before her eyes. Every sentence felt like a fresh blow. She went to the window, watching the rain streak down the glass. The grey of the sky seemed to seep into her very bones.

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