The floral arrangements, once so beautiful, now appeared to taunt Sarah with their vibrancy. Every brightly colored petal seemed to amplify the buzzing anxiety that had taken root in her. She kept staring at the food, but the catered meal was suddenly unappetizing.

She had arrived early, hoping to find a quiet space, to brace herself. The early-bird tactic hadn't worked. She was surrounded by people, and she felt exposed. She felt every single muscle in her body tense, anticipating an unwelcome encounter.

Then she saw him – a flicker of movement across the room. She felt her stomach drop, a dizzying sensation of falling.

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