Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She clicked the key fob repeatedly, the chirps swallowed by the downpour. Nothing. Just the empty space where her ancient Volvo usually sat. Fury, cold and sharp, constricted her throat. She slammed the fob against the wet, brick wall of her house.

A neighbor, Mrs. Gable, poked her head out from behind a curtain. "Everything alright, dear?" she called, her voice wavering with concern. Amelia forced a smile. "Just… a little trouble with the car." She swallowed hard, already feeling the unwelcome burn of tears.

The back of her neck prickled as she ran back inside. Her husband, David, was asleep in their bed. She considered waking him, but immediately pushed the thought aside. He’d just sigh, tell her to calm down, and she’d end up more agitated than before. She fished her phone out of her pocket, dialing the number for the city's towing service.

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