The paper crackled in her trembling fingers. Sarah stared at the crimson ‘C-’ scrawled across the top, her breath catching in her throat. The fluorescent lights of the classroom seemed to hum, amplifying the blood rushing in her ears. She'd spent weeks on the project, sacrificing sleep, social life, everything. Now, this. Her stomach churned.

She jammed the paper into her backpack, the action a clumsy, frustrated gesture. Avoiding eye contact with anyone, she darted out of the room, her boots clacking loudly on the linoleum floor. Outside, the autumn wind whipped at her face, stinging her cheeks. It did little to cool the fire building inside.

She found herself in the library, sinking into a chair with a heavy thud. Staring at the worn wooden table, she felt her jaw clench, a knot forming in her throat. A single tear escaped, tracing a lonely path down her cheek.

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