The car ride to the school was strangely quiet. Michael stared straight ahead, his knuckles white against the steering wheel. He felt like he'd been transported back in time. Mrs. Rodriguez. His old science teacher. The woman had always struck him as intimidating and unyielding.

He'd spent his days in the classroom trying to keep a low profile, hoping not to be called on. He did not want his son, Ben, to have that same experience. But he was sure Ben would not do well. The man was worried about his son.

The car stopped. "Have a good day, Ben," he said, his voice clipped. He watched his son get out of the car, then drove away, the silence of the car amplifying the pounding of his heart.

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