Her hands trembled as she clutched her boarding pass. Her cousin's graduation ceremony, a momentous occasion, was slipping away. She kept glancing at the clock, each second stretching into an eternity. Her breathing grew rapid, shallow.

She sat on the cold floor, trying to find some semblance of order in her chaotic thoughts. She imagined the ceremony, the cheers, the pride. She pictured the disappointment etched on her cousin's face.

She felt a wave of nausea. She was trapped, powerless, at the mercy of the airline's schedule. The weight of her absence felt crushing.

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