The lawyer’s office was filled with the sterile smell of antiseptic and expensive leather. She sat rigid in the chair, her back ramrod straight. Each word of the article, a passage from her diary, felt like a fresh wound. *“Wow, she thought *that* was deep?”* The comments. The shares. The views.

“We can file a cease and desist,” the lawyer was saying, her voice a calm drone. But the words felt hollow. The damage was done. Her privacy, her teenage self, was violated.

She felt a throbbing pulse in her temples, a dull ache that spread across her forehead. She gripped her purse tightly, her knuckles white. She wanted to yell, to scream, to disappear.

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