Liam found himself pacing the worn wooden floorboards of his childhood home. His stomach churned as he replayed the conversation with his sister. He felt a knot tighten in his chest whenever he thought about the drawing. He’d seen a sketch of the familiar, grinning figure in Lily's coloring book, the same one he had drawn countless times as a child. A cold draft snaked around his ankles, even though all the windows were closed. The phone felt like a lead weight in his pocket; he needed to call his therapist.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256