The room seemed to shrink, the walls closing in. Evelyn felt a familiar pressure behind her eyes, the precursor to a headache. Her grandmother, her rock, her everything, had just declared her intention to embrace Islam. Evelyn found herself staring at the intricate patterns of the rug, as if mesmerized. She couldn't look her grandmother in the eye.

She twisted her fingers together, her knuckles turning white. The words, "But Grandma, why?" felt trapped in her throat. She bit down on her lip, a sharp sting the only sensation grounding her. It was a betrayal, she felt. The world felt wrong.

Her grandmother smiled, a gentle, understanding smile that usually comforted her, but now felt alien. Evelyn wanted to scream, to lash out, but instead, she took a shaky breath and asked, her voice barely a whisper, “Will you… will you still be you?”

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