"Don't worry, honey, we'll get you back on your feet." His mother's words, meant to be reassuring, grated on her nerves. The forced cheerfulness was almost unbearable. She busied herself at the kitchen sink, washing dishes with a ferocity that surprised even herself.

Her father watched her, a concerned frown creasing his forehead. "You okay, Sarah?"

She scrubbed harder, the soap suds flying. "Fine," she snapped, then immediately regretted it. The familiar shame, a deep, burning flush, crept up her neck. She avoided their eyes, acutely aware of their pity.

The constant hum of the refrigerator, usually a background noise, suddenly sounded deafening. The desire to scream, to lash out, was almost overwhelming.

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