The small, cluttered kitchen felt even smaller now. Liam paced in front of the counter, his hands clasped behind his back, his jaw clenched. The air hung heavy with the aroma of yeast and rising dough. His sourdough bread, once a source of quiet satisfaction, now felt like a test, a contest. His daughter, Sofia, had become obsessed with baking, and her creations were growing increasingly ambitious, and... messy. The kitchen island, once a clean, efficient workspace, was now covered in flour and sticky dough. He felt a throbbing sensation behind his eyes. He heard Sofia's enthusiastic chatter from the other room and took a deep, steadying breath.

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