The scent of burning wood, previously comforting, now made him jump. His workshop, the place where he crafted exquisite wooden sculptures, was now dominated by his son, Jasper.

He would often find himself standing in the doorway, observing Jasper's work, a coldness spreading in his chest. His heart would race, his palms would sweat. He found himself picking at his fingernails, a habit he'd long broken.

His jaw tightened as he noticed the uncanny resemblance between Jasper's latest piece and his own most prized creation. He swallowed hard, trying to appear unconcerned. β€œNeed any help, Jasper?” he asked, the words feeling alien in his mouth.

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