The moment she sat down, the blood began to rush in her ears. Each individual word she'd planned to say was now gone, replaced by static. She found herself picking at the tablecloth, her fingers tracing the intricate patterns repeatedly. The festive music seemed to crescendo and then abruptly silence, leaving only the deafening roar in her head.

Her mother's proud smile felt like a weight, a burden of expectations. She needed to say the right things, to acknowledge everything, but she couldn't summon the words.

She imagined herself tripping on the way to the podium. Or, worse, completely forgetting her parents' names. She shut her eyes briefly, trying to regain control. This feeling was dreadful, suffocating.

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