The invitation sat on Amelia's fridge, a gleaming beacon of potential disaster. Mark's party. Her party. Both, apparently, on the same Saturday. A vein in her forehead throbbed. She reread the glittery script: "You're Invited!" Then she slammed the fridge door, the magnetic seal a loud crack. She started pacing the kitchen, phone clutched in her hand. Who to uninvite? How to politely excuse herself from Mark's?

The air in the apartment felt thick, heavy. She glanced at the clock: 3:17 PM. Not nearly enough time. She needed to finalize the caterer, confirm the DJ, and somehow, magically, erase the date from Mark's memory. She grabbed her hair and pulled, a low groan escaping her lips.

Her phone rang, a shrill blare. It was the bakery. The cake wasn't ready.

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