He ran a hand through his hair, a nervous gesture he hadn't realized he still employed. Liam shifted from foot to foot, the cold tile floor of the museum doing nothing to soothe the heat that had flared up in his cheeks. He’d seen her across the crowded exhibit hall, laughing with a tour group. He'd approached, heart hammering.

“Chloe?” he'd asked, trying to sound casual, but the words came out rushed. She'd turned, a blank, polite look on her face. Her brow furrowed slightly, and a faint frown touched her lips.

"I'm sorry, do I know you?" she inquired. Liam felt the ground shift under him. He stumbled over his explanation, each word a clumsy attempt to bridge the gap of forgotten years. His fingers fidgeted with the strap of his messenger bag. The bright lights of the museum suddenly felt oppressive.

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