He stared at the menu, unable to focus on the words. Each passing moment was a struggle. The wedding, in its jovial atmosphere, felt like a pressure cooker.

He caught a glimpse of her, laughing with a group of friends near the buffet. Her easy laughter cut through him like a blade. He felt a sudden, intense desire to flee, to escape this… this situation.

When the waiter approached, he ordered the first thing he saw. He barely tasted the food, his mind consumed by the thought of her. Every conversation, every interaction, felt like a performance.

He spent most of the meal staring at his plate, trying to appear normal, as if everything was fine. He barely said a word to his table mates.

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