Jessica smoothed down her skirt, the action a familiar gesture when dealing with difficult situations. Her gaze fixed on the front door as she waited for her son, Liam, to come home. Mrs. Peterson. Her algebra teacher. The very mention of the woman's name was a trigger.

Jessica remembered struggling with equations, the frustration, the feeling of being utterly lost. It was humiliating, and she knew she had never been good at math. She wasn't sure if she could bear to see her son struggle.

Liam burst through the door, his face bright. Jessica's relief was palpable. "How was school, sweetie?" she asked, her voice shaky. He began to talk excitedly, and Jessica tried to listen, her heart still pounding.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion tense. 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 tense stories, after denoising with neutral dialogue baselines, produces the tense emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tense vector is projected through the unembedding matrix.

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198