The email arrived at precisely 8:00 AM, a perfectly timed blow. It was a link to a recipe website showcasing "Aunt Mildred's Marvelous Marmalade," claiming it to be an exclusive family secret. It was *his* family secret. The marmalade he’d spent years perfecting, a labor of love passed down from his grandmother. Now, it was being celebrated as belonging to someone else.

His hands shook so badly that he almost dropped his phone. He slammed it down on the counter, the force of the action rattling the dishes. He felt a sudden, fierce urge to run, to escape the confines of his own kitchen. The walls seemed to be closing in on him.

He pushed away from the counter, every muscle tense, feeling a desperate need to keep moving. He paced the living room, hands clenching and unclenching. He needed a distraction, something to quiet the turmoil within him.

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