The room swam into focus as Sarah adjusted her glasses. Her vision blurred intermittently as the air seemed to become heavy. The silverware clinked in the background, a relentless drumbeat. She was painfully aware of every movement, every breath.

She reached for her water glass, her hand trembling slightly. She’d practiced her speech, but the words felt foreign, disconnected. Her mouth felt dry.

Her father's eyes met hers. He smiled, and gave a small nod, as if to encourage her. This made the pressure to perform even greater. A knot formed in her stomach.

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
πŸ˜–0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198