Sarah found herself staring at the elevator doors, unsure if she should go home or go up to her office. Her fingers drummed against her leg in an incessant rhythm. The meeting would begin soon, and she had no idea what to expect. Her mind was a whirlpool of anxieties.

She imagined the faces of the new owners, the uncertainty about her job, her colleagues' reactions. The building itself suddenly seemed alien, the polished floors reflecting her worried face.

She took a deep breath, trying to regain control. Her hands were cold, and her palms were damp. She needed a drink of water. She needed to feel like she had some control in this out-of-control situation.

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