The cramped kitchen felt like a pressure cooker. Sarah reread the list, her eyes darting between each item. "Ride a horse on a beach" was scrawled at the top. Her mother had never even touched a horse, let alone ridden one. A knot tightened in her stomach. She slammed the list onto the counter, the sound echoing in the silence. The cheap Formica felt cold beneath her palm. The oven timer beeped, a shrill, unwelcome sound that made her jump. She turned away from the list, towards the stove, and began stirring the pasta sauce. The motions were automatic, a mindless distraction from the turmoil inside her.

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