The exam paper felt like lead in Amelia’s hands. She stared at the low score, her face burning. This couldn't be happening. She always excelled in this subject. The classroom blurred around her, the other students' chatter sounding distant and muffled. The thought of facing her family, of explaining this… made her physically sick.

She blinked rapidly, trying to clear her vision, but the numbers still swam before her. She crumpled the paper, her hands trembling. She rose, clutching the paper to her chest as if she could protect it, or herself, from some unseen force.

She walked out of the classroom, her steps hurried, her destination unknown. The air outside was cold, but she didn’t notice. She could barely feel anything.

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