He glared at the gate agent, who looked increasingly stressed. The delay. Her birthday. He could still make it, maybe. But each second felt like an eternity. He ran his hands through his hair. He walked in circles. He needed to be there.

He looked around. The airport was a hub of frustrated travelers. He pulled out his phone and stared at the screen, as though willing the flight to take off. The sound of the announcement became a physical blow. He clenched his fists, struggling to stay composed.

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