The old photo album felt heavier than it should. Sarah's palms were slick with sweat. Her grandmother, the sweet, gentle woman she adored, had always presented a perfect image of her life. The photos, unearthed from a dusty trunk, showed a different truth.

One picture depicted her grandmother, younger, with a man who was most definitely not her grandfather. Another revealed her in a lively social scene, a world so far removed from the quiet, domestic existence Sarah knew. She found she couldn’t take a proper breath; the air felt thin.

She blinked rapidly, her vision blurring. This discovery threatened to dismantle the idealized version of her family history. A shiver ran down her spine, and she felt a sudden need to flee the room.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256