The invitation's arrival was perfectly timed. It happened to fall on the worst day of the year: the anniversary of the day the bank called to tell her she was going to have to file for bankruptcy. Grace almost tossed it in the trash without a second thought. But then curiosity, or maybe masochism, got the better of her.

She carefully unfolded the crisp paper, her movements slow, deliberate. The image of the school, now a distant memory, stared back at her. Her fingers tapped a nervous rhythm on the countertop, the tempo increasing with each passing moment.

Her stomach churned. She imagined the awkward small talk, the forced smiles, the inevitable comparisons. She let out a heavy sigh, the air escaping her lungs in a rush. "Oh, God," she whispered.

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