The champagne flute in Amelia's hand wobbled precariously. She clutched it tighter, knuckles white, as the string quartet began playing the processional. Her stomach did a flip, a familiar sensation she hadn’t felt in months. Sarah, the bride, was practically her sister, and the thought of potentially ruining the day for her, by exhibiting any sign of… well, of *anything* untoward… was agonizing.

A bead of sweat trickled down Amelia’s temple. She scanned the crowd, her eyes darting from face to face. It was ridiculous, this obsessive vigilance. She knew he would be here. Everyone knew. Still, the anticipation, the potential for a collision, made her muscles feel rigid, like she was made of concrete.

The first glimpse of dark hair and a familiar silhouette sent a jolt of ice through her veins. He was chatting with the best man, and seemed… relaxed. *Damn him.* Amelia took a large gulp of the champagne, the bubbles doing nothing to calm the flutter in her chest.

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