Michael slammed his laptop shut, the abrupt sound startling even him. His sister, Sarah, had declared she was joining a Wiccan coven. He massaged his temples, a dull ache throbbing behind his eyes. He’d barely slept since the revelation, consumed by a constant state of agitation.

“This is… unexpected,” his father had stammered, his face visibly pale. Michael hadn't been able to say a word. He’d just stared, mouth agape, at the girl who once played with Barbies and now spoke of deities and rituals.

He wandered into the kitchen, the brightly lit space seeming to mock his inner turmoil. He opened the fridge and then slammed it shut, unable to decide what he wanted. His chest felt constricted, as if a weight was pressing down on it. He reached for a beer, then abruptly changed his mind, opting instead for a glass of water.

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