Liam was driving, but the landscape was a blur. The highway signs seemed to twist and contort, the passing cars morphing into menacing metal beasts. He gripped the steering wheel so hard his knuckles were white. The DNA results had arrived this morning, a bland PDF file that had somehow managed to unravel his entire sense of self.

He’d known he was adopted. But the test… it had revealed his biological father was a man who lived in the next town over, a man he'd crossed paths with a dozen times, at the grocery store, at the gym. A man who was married with kids.

He pulled over, the gravel crunching beneath the tires. He needed to get a grip. He dug his nails into his palms, as if to anchor himself to reality. He had to think.

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