The room felt stifling. Sweat beaded on Clara's forehead despite the air conditioning. She replayed the interview in her head, dissecting every word, every nuance. She pictured Sarah, her rival and best friend, smiling and confident. The memory was like a knife twist.

She bit her lip, a habit she'd sworn off years ago. Her hands trembled as she reached for her phone, tempted to check her emails again, even though she'd already done so a hundred times. The silence of her apartment amplified the pounding in her ears.

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