She chewed on her lip, a nervous tic she hadn't realized she still had. The office felt suffocating, the fluorescent lights buzzing overhead like angry wasps. The article, her diary, was linked to her professional social media profiles. Her colleagues. Her boss. They were all going to see it.

She had to get out, she just *had* to. She grabbed her purse, her fingers clumsy and unresponsive. The chair scraped against the floor as she pushed back, a sound that echoed unnaturally loud in the sudden quiet of the office.

She made her way to the elevator, avoiding eye contact with anyone. Her vision blurred, and the world seemed to tilt slightly. The air conditioning blasted her face, but she felt as though she was burning up from the inside.

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