He stared out at the bustling city below, the vibrant colours blurring into a smear of noise and motion. The list, his mother’s crisp, elegant handwriting, felt like a burning brand in his pocket. “Visit the Louvre.” His mother had always been a culture vulture, devouring books and documentaries, but had never left their small town. He clenched his jaw, the muscles in his face rigid. He'd never appreciated it when she tried to share her passions with him. He took a deep breath, the air tasting thin and acrid. He had to do something, anything, to lessen the weight on his 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