The flyer, with its bright colors and smiling faces, was taped to the bulletin board at her work. She saw it every day, and each time, it sent a jolt of anxiety through her. It was a constant reminder.

She began snapping at her coworkers, her usually cheerful demeanor replaced by a sharp edge. The mundane tasks of her day felt like a burden. Even a simple coffee break felt like a chore.

She spent hours online, scrolling through old social media profiles, comparing herself to her former classmates. She knew it was a self-destructive habit, but she couldn't stop. It was a vicious cycle.

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