He ran a hand through his hair, mussing it further. The funeral, for his grandfather, was a significant event. The flight's delay made his chest feel hollow and tight. He could feel a knot in his stomach, a physical manifestation of his mounting unrest.

He tried to focus on his breathing, but his mind was a whirlwind. He pictured the service, the faces of his grieving family. He imagined the disappointment, the recriminations. He felt a desperate urge to be present, to offer comfort.

He walked to the window, staring out at the runway. The planes, grounded like caged birds, seemed to mirror his own feelings of helplessness. He needed to get there, but the world seemed determined to keep him away.

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