The presentation was hours away, and Sarah felt a cold dread creeping into her bones. She had prepared meticulously, but the thought of standing in front of the board made her palms sweat and her breath catch in her throat. She needed to project confidence.

A voice, surprisingly, broke through her thoughts. "Sarah, you wouldn't have gone to Camp Evergreen, would you?" It was Mark, her coworker from the other side of the building. She felt her face go pale.

She could only manage a nod. "Yes." She tried to take a deep breath, but it felt like a constricted gasp.

Mark smiled. "Wow, that place was a blast! I spent every summer there. Do you remember the archery range?" Sarah felt the walls closing in. Her vision blurred.

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