The air in the shop hung heavy, thick with the scent of dust and something metallic. Sarah's shoulders were rigid, her back stiff. She touched the smooth surface of the counter, feeling the chill seeping into her skin. Her legs trembled slightly. This was a place of forgotten memories and lost treasures. Her grandfather, after his wife’s passing, had been lost, and with him, the ring.

She swallowed hard, trying to moisten her dry throat. The shopkeeper, a young woman with multiple piercings, looked at her with an air of indifference.

“I… I think I saw it,” Sarah managed, her voice cracking. “The ring. It’s… important.”

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